DataFrame
NO COMPARISON TARGET
39644
ROWS
0
DUPLICATES
23.6 MB
RAM
61
FEATURES
15
CATEGORICAL
45
NUMERICAL
1
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
shares
VALUES:
39,644
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MISSING:
---
DISTINCT:
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(4%)
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MAX
843k
95%
11k
Q3
3k
AVG
3k
MEDIAN
1k
Q1
1k
5%
1k
MIN
0k
RANGE
843k
IQR
1,854
STD
11,627
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135.2M
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1,833
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134.6M
1
url
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MISSING:
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1
<1%
-
-
http://mashable.com/2013/01/07/amazon-instant-video-browser/
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<1%
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http://mashable.com/2014/06/05/congress-bergdahl-swap/
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<1%
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http://mashable.com/2014/06/05/barnes-noble-nook-samsung-galaxy-tab-4/
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<1%
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http://mashable.com/2014/06/05/beastie-boys-awarded-1-7-million-in-copyright-case/
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<1%
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http://mashable.com/2014/06/05/beats-world-cup-ad/
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<1%
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http://mashable.com/2014/06/05/boko-haram-revenge-attack/
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<1%
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http://mashable.com/2014/06/05/cereal-facts/
39,637
>99%
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-
(Other)
2
timedelta
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MISSING:
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DISTINCT:
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MAX
731
95%
697
Q3
542
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355
MEDIAN
339
Q1
164
5%
43
MIN
8
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723
IQR
378
STD
214
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45,866
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14.1M
3
n_tokens_title
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MISSING:
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20
(<1%)
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MAX
23.0
95%
14.0
Q3
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AVG
10.4
MEDIAN
10.0
Q1
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5%
7.0
MIN
2.0
RANGE
21.0
IQR
3.00
STD
2.11
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4.47
KURT.
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412k
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n_tokens_content
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39,644
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MISSING:
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DISTINCT:
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ZEROES:
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MAX
8,474
95%
1,407
Q3
716
AVG
547
MEDIAN
409
Q1
246
5%
105
MIN
0
RANGE
8,474
IQR
470
STD
471
VAR
222k
KURT.
19.5
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SUM
21.7M
5
n_unique_tokens
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(100%)
MISSING:
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24,878
(63%)
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MAX
701
95%
1
Q3
1
AVG
1
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
701
IQR
0.138
STD
3.52
VAR
12.4
KURT.
39,524
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199
SUM
21,733
6
n_non_stop_words
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(100%)
MISSING:
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DISTINCT:
52
(<1%)
ZEROES:
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(3%)
MAX
1,042
95%
1
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
1
MIN
0
RANGE
1,042
IQR
5.00e-9
STD
5.23
VAR
27.4
KURT.
39,560
SKEW
199
SUM
39,504
7
n_non_stop_unique_tokens
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39,644
(100%)
MISSING:
---
DISTINCT:
21,253
(54%)
ZEROES:
1,181
(3%)
MAX
650
95%
1
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
0
MIN
0
RANGE
650
IQR
0.129
STD
3.26
VAR
10.7
KURT.
39,468
SKEW
198
SUM
27,322
8
num_hrefs
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(100%)
MISSING:
---
DISTINCT:
133
(<1%)
ZEROES:
1,299
(3%)
MAX
304
95%
30
Q3
14
AVG
11
MEDIAN
8
Q1
4
5%
1
MIN
0
RANGE
304
IQR
10.0
STD
11.3
VAR
128
KURT.
35.5
SKEW
4.01
SUM
431k
9
num_self_hrefs
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
59
(<1%)
ZEROES:
5,350
(13%)
MAX
116
95%
9
Q3
4
AVG
3
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
116
IQR
3.00
STD
3.86
VAR
14.9
KURT.
56.2
SKEW
5.17
SUM
131k
10
num_imgs
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
6,987
(18%)
MAX
128
95%
20
Q3
4
AVG
5
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
128
IQR
3.00
STD
8.31
VAR
69.0
KURT.
24.5
SKEW
3.95
SUM
180k
11
num_videos
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
53
(<1%)
ZEROES:
25,026
(63%)
MAX
91.0
95%
6.0
Q3
1.0
AVG
1.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
91.0
IQR
1.00
STD
4.11
VAR
16.9
KURT.
74.1
SKEW
7.02
SUM
49,550
12
average_token_length
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
30,136
(76%)
ZEROES:
1,181
(3%)
MAX
8.04
95%
5.15
Q3
4.85
MEDIAN
4.66
AVG
4.55
Q1
4.48
5%
4.16
MIN
0.00
RANGE
8.04
IQR
0.376
STD
0.844
VAR
0.713
KURT.
22.2
SKEW
-4.58
SUM
180k
13
num_keywords
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
14
data_channel_is_lifestyle
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
data_channel_is_entertainment
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
16
data_channel_is_bus
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
data_channel_is_socmed
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39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
data_channel_is_tech
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(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
data_channel_is_world
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(100%)
MISSING:
---
DISTINCT:
2
(<1%)
20
kw_min_min
VALUES:
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(100%)
MISSING:
---
DISTINCT:
26
(<1%)
ZEROES:
79
(<1%)
MAX
377
95%
217
Q3
4
AVG
26
MEDIAN
-1
Q1
-1
5%
-1
MIN
-1
RANGE
378
IQR
5.00
STD
69.6
VAR
4,849
KURT.
3.66
SKEW
2.37
SUM
1.0M
21
kw_max_min
VALUES:
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(100%)
MISSING:
---
DISTINCT:
1,076
(3%)
ZEROES:
819
(2%)
MAX
298k
95%
3k
Q3
1k
AVG
1k
MEDIAN
1k
Q1
0k
5%
0k
MIN
0k
RANGE
298k
IQR
555
STD
3,858
VAR
14.9M
KURT.
2,100
SKEW
35.3
SUM
45.7M
22
kw_avg_min
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
17,003
(43%)
ZEROES:
81
(<1%)
MAX
42,828
95%
695
Q3
357
AVG
312
MEDIAN
236
Q1
142
5%
36
MIN
-1
RANGE
42,829
IQR
215
STD
621
VAR
385k
KURT.
1,592
SKEW
31.3
SUM
12.4M
23
kw_min_max
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
1,021
(3%)
ZEROES:
17,108
(43%)
MAX
843k
95%
51k
Q3
8k
AVG
14k
MEDIAN
1k
Q1
0k
5%
0k
MIN
0k
RANGE
843k
IQR
7,900
STD
57,986
VAR
3.4B
KURT.
123
SKEW
10.4
SUM
539.6M
24
kw_max_max
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
35
(<1%)
ZEROES:
79
(<1%)
MAX
843k
95%
843k
Q3
843k
MEDIAN
843k
AVG
752k
Q1
843k
5%
69k
MIN
0k
RANGE
843k
IQR
0.00
STD
215k
VAR
46.0B
KURT.
5.72
SKEW
-2.64
SUM
29.8B
25
kw_avg_max
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
30,834
(78%)
ZEROES:
79
(<1%)
MAX
843k
95%
511k
Q3
331k
AVG
259k
MEDIAN
245k
Q1
173k
5%
28k
MIN
0k
RANGE
843k
IQR
158k
STD
135k
VAR
18.3B
KURT.
0.831
SKEW
0.624
SUM
10.3B
26
kw_min_avg
VALUES:
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(100%)
MISSING:
---
DISTINCT:
15,982
(40%)
ZEROES:
17,102
(43%)
MAX
3,613
95%
3,193
Q3
2,057
AVG
1,117
MEDIAN
1,024
Q1
0
5%
0
MIN
-1
RANGE
3,614
IQR
2,057
STD
1,137
VAR
1.3M
KURT.
-1.13
SKEW
0.468
SUM
44.3M
27
kw_max_avg
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
19,438
(49%)
ZEROES:
79
(<1%)
MAX
298k
95%
10k
Q3
6k
AVG
6k
MEDIAN
4k
Q1
4k
5%
3k
MIN
0k
RANGE
298k
IQR
2,458
STD
6,099
VAR
37.2M
KURT.
482
SKEW
16.4
SUM
224.3M
28
kw_avg_avg
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
39,300
(>99%)
ZEROES:
79
(<1%)
MAX
43,568
95%
5,211
Q3
3,600
AVG
3,136
MEDIAN
2,870
Q1
2,382
5%
1,784
MIN
0
RANGE
43,568
IQR
1,218
STD
1,318
VAR
1.7M
KURT.
101
SKEW
5.76
SUM
124.3M
29
self_reference_min_shares
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
1,255
(3%)
ZEROES:
7,174
(18%)
MAX
843k
95%
14k
Q3
3k
AVG
4k
MEDIAN
1k
Q1
1k
5%
0k
MIN
0k
RANGE
843k
IQR
1,961
STD
19,739
VAR
389.6M
KURT.
865
SKEW
26.3
SUM
158.5M
30
self_reference_max_shares
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
1,137
(3%)
ZEROES:
7,175
(18%)
MAX
843k
95%
37k
Q3
8k
AVG
10k
MEDIAN
3k
Q1
1k
5%
0k
MIN
0k
RANGE
843k
IQR
6,900
STD
41,028
VAR
1.7B
KURT.
224
SKEW
13.9
SUM
409.5M
31
self_reference_avg_sharess
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
8,626
(22%)
ZEROES:
7,174
(18%)
MAX
843k
95%
21k
Q3
5k
AVG
6k
MEDIAN
2k
Q1
1k
5%
0k
MIN
0k
RANGE
843k
IQR
4,219
STD
24,211
VAR
586.2M
KURT.
428
SKEW
17.9
SUM
253.8M
32
weekday_is_monday
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39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
33
weekday_is_tuesday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
34
weekday_is_wednesday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
35
weekday_is_thursday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
36
weekday_is_friday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
37
weekday_is_saturday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
38
weekday_is_sunday
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
39
is_weekend
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
40
LDA_00
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
35,021
(88%)
ZEROES:
1
(<1%)
MAX
0.927
95%
0.840
Q3
0.241
AVG
0.185
MEDIAN
0.033
Q1
0.025
5%
0.020
MIN
0.000
RANGE
0.927
IQR
0.216
STD
0.263
VAR
0.069
KURT.
1.06
SKEW
1.57
SUM
7,318
41
LDA_01
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
36,284
(92%)
ZEROES:
1
(<1%)
MAX
0.926
95%
0.713
Q3
0.151
AVG
0.141
MEDIAN
0.033
Q1
0.025
5%
0.020
MIN
0.000
RANGE
0.926
IQR
0.126
STD
0.220
VAR
0.048
KURT.
3.35
SKEW
2.09
SUM
5,600
42
LDA_02
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
35,348
(89%)
ZEROES:
1
(<1%)
MAX
0.920
95%
0.866
Q3
0.334
AVG
0.216
MEDIAN
0.040
Q1
0.029
5%
0.020
MIN
0.000
RANGE
0.920
IQR
0.306
STD
0.282
VAR
0.080
KURT.
0.262
SKEW
1.31
SUM
8,576
43
LDA_03
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
34,948
(88%)
ZEROES:
1
(<1%)
MAX
0.927
95%
0.867
Q3
0.376
AVG
0.224
MEDIAN
0.040
Q1
0.029
5%
0.020
MIN
0.000
RANGE
0.927
IQR
0.347
STD
0.295
VAR
0.087
KURT.
-0.030
SKEW
1.24
SUM
8,871
44
LDA_04
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
33,777
(85%)
ZEROES:
1
(<1%)
MAX
0.927
95%
0.884
Q3
0.400
AVG
0.234
MEDIAN
0.041
Q1
0.029
5%
0.020
MIN
0.000
RANGE
0.927
IQR
0.371
STD
0.289
VAR
0.084
KURT.
-0.081
SKEW
1.17
SUM
9,278
45
global_subjectivity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
34,501
(87%)
ZEROES:
1,184
(3%)
MAX
1.00
95%
0.60
Q3
0.51
MEDIAN
0.45
AVG
0.44
Q1
0.40
5%
0.28
MIN
0.00
RANGE
1.00
IQR
0.112
STD
0.117
VAR
0.014
KURT.
4.61
SKEW
-1.37
SUM
17,577
46
global_sentiment_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
34,695
(88%)
ZEROES:
1,197
(3%)
MAX
0.73
95%
0.28
Q3
0.18
AVG
0.12
MEDIAN
0.12
Q1
0.06
5%
-0.02
MIN
-0.39
RANGE
1.12
IQR
0.120
STD
0.097
VAR
0.009
KURT.
1.51
SKEW
0.105
SUM
4,730
47
global_rate_positive_words
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
13,159
(33%)
ZEROES:
1,217
(3%)
MAX
0.155
95%
0.068
Q3
0.050
AVG
0.040
MEDIAN
0.039
Q1
0.028
5%
0.012
MIN
0.000
RANGE
0.155
IQR
0.022
STD
0.017
VAR
3.04e-4
KURT.
1.02
SKEW
0.323
SUM
1,571
48
global_rate_negative_words
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
10,271
(26%)
ZEROES:
2,550
(6%)
MAX
0.185
95%
0.036
Q3
0.022
AVG
0.017
MEDIAN
0.015
Q1
0.010
5%
0.000
MIN
0.000
RANGE
0.185
IQR
0.012
STD
0.011
VAR
1.17e-4
KURT.
6.98
SKEW
1.49
SUM
659
49
rate_positive_words
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2,284
(6%)
ZEROES:
1,217
(3%)
MAX
1.00
95%
0.93
Q3
0.80
MEDIAN
0.71
AVG
0.68
Q1
0.60
5%
0.36
MIN
0.00
RANGE
1.00
IQR
0.200
STD
0.190
VAR
0.036
KURT.
3.28
SKEW
-1.42
SUM
27,043
50
rate_negative_words
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
2,284
(6%)
ZEROES:
2,550
(6%)
MAX
1.00
95%
0.56
Q3
0.38
AVG
0.29
MEDIAN
0.28
Q1
0.19
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.199
STD
0.156
VAR
0.024
KURT.
0.522
SKEW
0.407
SUM
11,415
51
avg_positive_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
27,301
(69%)
ZEROES:
1,217
(3%)
MAX
1.00
95%
0.50
Q3
0.41
MEDIAN
0.36
AVG
0.35
Q1
0.31
5%
0.20
MIN
0.00
RANGE
1.00
IQR
0.105
STD
0.105
VAR
0.011
KURT.
3.38
SKEW
-0.725
SUM
14,027
52
min_positive_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
1,217
(3%)
MAX
1.00
95%
0.20
Q3
0.10
MEDIAN
0.10
AVG
0.10
Q1
0.05
5%
0.03
MIN
0.00
RANGE
1.00
IQR
0.050
STD
0.071
VAR
0.005
KURT.
17.4
SKEW
3.04
SUM
3,784
53
max_positive_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
1,217
(3%)
MAX
1.00
95%
1.00
Q3
1.00
MEDIAN
0.80
AVG
0.76
Q1
0.60
5%
0.38
MIN
0.00
RANGE
1.00
IQR
0.400
STD
0.248
VAR
0.061
KURT.
0.662
SKEW
-0.940
SUM
30,000
54
avg_negative_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
13,841
(35%)
ZEROES:
2,550
(6%)
MAX
0.00
95%
0.00
Q3
-0.19
MEDIAN
-0.25
AVG
-0.26
Q1
-0.33
5%
-0.47
MIN
-1.00
RANGE
1.00
IQR
0.141
STD
0.128
VAR
0.016
KURT.
2.37
SKEW
-0.552
SUM
-10,289
55
min_negative_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
54
(<1%)
ZEROES:
2,550
(6%)
MAX
0.00
95%
0.00
Q3
-0.30
MEDIAN
-0.50
AVG
-0.52
Q1
-0.70
5%
-1.00
MIN
-1.00
RANGE
1.00
IQR
0.400
STD
0.290
VAR
0.084
KURT.
-0.827
SKEW
-0.073
SUM
-20,692
56
max_negative_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
2,550
(6%)
MAX
0.00
95%
0.00
Q3
-0.05
MEDIAN
-0.10
AVG
-0.11
Q1
-0.12
5%
-0.25
MIN
-1.00
RANGE
1.00
IQR
0.075
STD
0.095
VAR
0.009
KURT.
19.6
SKEW
-3.46
SUM
-4,262
57
title_subjectivity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
673
(2%)
ZEROES:
18,013
(45%)
MAX
1.00
95%
1.00
Q3
0.50
AVG
0.28
MEDIAN
0.15
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.500
STD
0.324
VAR
0.105
KURT.
-0.541
SKEW
0.816
SUM
11,194
58
title_sentiment_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
813
(2%)
ZEROES:
19,914
(50%)
MAX
1.00
95%
0.50
Q3
0.15
AVG
0.07
MEDIAN
0.00
Q1
0.00
5%
-0.33
MIN
-1.00
RANGE
2.00
IQR
0.150
STD
0.265
VAR
0.070
KURT.
3.24
SKEW
0.396
SUM
2,832
59
abs_title_subjectivity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
532
(1%)
ZEROES:
2,643
(7%)
MAX
0.500
95%
0.500
Q3
0.500
MEDIAN
0.500
AVG
0.342
Q1
0.167
5%
0.000
MIN
0.000
RANGE
0.500
IQR
0.333
STD
0.189
VAR
0.036
KURT.
-1.28
SKEW
-0.624
SUM
13,552
60
abs_title_sentiment_polarity
VALUES:
39,644
(100%)
MISSING:
---
DISTINCT:
653
(2%)
ZEROES:
19,914
(50%)
MAX
1.00
95%
0.60
Q3
0.25
AVG
0.16
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.250
STD
0.226
VAR
0.051
KURT.
2.66
SKEW
1.70
SUM
6,187
shares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_avg
0.11
LDA_03
0.08
kw_max_avg
0.06
LDA_02
-0.06
self_reference_avg_sharess
0.06
self_reference_min_shares
0.06
self_reference_max_shares
0.05
num_hrefs
0.05
kw_avg_max
0.04
kw_min_avg
0.04
num_imgs
0.04
avg_negative_polarity
-0.03
global_subjectivity
0.03
kw_avg_min
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.05
num_keywords
0.03
data_channel_is_entertainment
0.02
is_weekend
0.02
weekday_is_saturday
0.02
data_channel_is_tech
0.01
data_channel_is_bus
0.01
weekday_is_monday
0.01
weekday_is_thursday
0.01
weekday_is_sunday
0.01
weekday_is_tuesday
0.01
data_channel_is_lifestyle
0.01
data_channel_is_socmed
0.01
weekday_is_friday
0.00
MOST FREQUENT VALUES
1100
2,308
5.8%
1200
2,018
5.1%
1300
1,740
4.4%
1400
1,592
4.0%
1500
1,323
3.3%
1000
1,177
3.0%
1600
1,137
2.9%
1700
1,013
2.6%
1800
889
2.2%
1900
810
2.0%
2000
774
2.0%
2100
661
1.7%
2200
631
1.6%
2300
511
1.3%
2400
506
1.3%
SMALLEST VALUES
1
1
<0.1%
4
1
<0.1%
5
1
<0.1%
8
1
<0.1%
22
2
<0.1%
23
1
<0.1%
28
2
<0.1%
35
1
<0.1%
36
1
<0.1%
41
1
<0.1%
42
2
<0.1%
43
2
<0.1%
44
1
<0.1%
45
1
<0.1%
47
1
<0.1%
LARGEST VALUES
843300
1
<0.1%
690400
1
<0.1%
663600
1
<0.1%
652900
1
<0.1%
617900
1
<0.1%
441000
1
<0.1%
310800
1
<0.1%
306100
1
<0.1%
298400
1
<0.1%
284700
1
<0.1%
233400
1
<0.1%
227300
1
<0.1%
211600
1
<0.1%
210300
1
<0.1%
208300
1
<0.1%
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
shares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_avg
0.11
LDA_03
0.08
kw_max_avg
0.06
LDA_02
-0.06
self_reference_avg_sharess
0.06
self_reference_min_shares
0.06
self_reference_max_shares
0.05
num_hrefs
0.05
kw_avg_max
0.04
kw_min_avg
0.04
num_imgs
0.04
avg_negative_polarity
-0.03
global_subjectivity
0.03
kw_avg_min
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.05
num_keywords
0.03
data_channel_is_entertainment
0.02
is_weekend
0.02
weekday_is_saturday
0.02
data_channel_is_tech
0.01
data_channel_is_bus
0.01
weekday_is_monday
0.01
weekday_is_thursday
0.01
weekday_is_sunday
0.01
weekday_is_tuesday
0.01
data_channel_is_lifestyle
0.01
data_channel_is_socmed
0.01
weekday_is_friday
0.00
MOST FREQUENT VALUES
1100
2,308
5.8%
1200
2,018
5.1%
1300
1,740
4.4%
1400
1,592
4.0%
1500
1,323
3.3%
1000
1,177
3.0%
1600
1,137
2.9%
1700
1,013
2.6%
1800
889
2.2%
1900
810
2.0%
2000
774
2.0%
2100
661
1.7%
2200
631
1.6%
2300
511
1.3%
2400
506
1.3%
SMALLEST VALUES
1
1
<0.1%
4
1
<0.1%
5
1
<0.1%
8
1
<0.1%
22
2
<0.1%
23
1
<0.1%
28
2
<0.1%
35
1
<0.1%
36
1
<0.1%
41
1
<0.1%
42
2
<0.1%
43
2
<0.1%
44
1
<0.1%
45
1
<0.1%
47
1
<0.1%
LARGEST VALUES
843300
1
<0.1%
690400
1
<0.1%
663600
1
<0.1%
652900
1
<0.1%
617900
1
<0.1%
441000
1
<0.1%
310800
1
<0.1%
306100
1
<0.1%
298400
1
<0.1%
284700
1
<0.1%
233400
1
<0.1%
227300
1
<0.1%
211600
1
<0.1%
210300
1
<0.1%
208300
1
<0.1%
url
MISSING:
---
1
<1%
-
-
http://mashable.com/2013/01/07/amazon-instant-video-browser/
1
<1%
-
-
http://mashable.com/2014/06/05/congress-bergdahl-swap/
1
<1%
-
-
http://mashable.com/2014/06/05/barnes-noble-nook-samsung-galaxy-tab-4/
1
<1%
-
-
http://mashable.com/2014/06/05/beastie-boys-awarded-1-7-million-in-copyright-case/
1
<1%
-
-
http://mashable.com/2014/06/05/beats-world-cup-ad/
1
<1%
-
-
http://mashable.com/2014/06/05/boko-haram-revenge-attack/
1
<1%
-
-
http://mashable.com/2014/06/05/cereal-facts/
1
<1%
-
-
http://mashable.com/2014/06/05/chief-creative-viner-josh-peck-joe-boxer/
1
<1%
-
-
http://mashable.com/2014/06/05/chrome-popular-internet-explorer/
1
<1%
-
-
http://mashable.com/2014/06/05/congressman-rohrabacher-twitter-pinterest-hacked/
1
<1%
-
-
http://mashable.com/2014/06/05/everyword-ends-twitter-bot-experiment/
1
<1%
-
-
http://mashable.com/2014/06/05/d-day-invasion-70/
1
<1%
-
-
http://mashable.com/2014/06/05/d-day-twitter-accounts/
1
<1%
-
-
http://mashable.com/2014/06/05/dad-drums-on-kid/
1
<1%
-
-
http://mashable.com/2014/06/05/disney-movies-context-gifs/
1
<1%
-
-
http://mashable.com/2014/06/05/donald-sterling-sell-la-clippers/
1
<1%
-
-
http://mashable.com/2014/06/05/edward-snowden-revelations/
1
<1%
-
-
http://mashable.com/2014/06/05/edward-snowden-take-back-privacy/
1
<1%
-
-
http://mashable.com/2014/06/05/apple-smart-home-google-home/
1
<1%
-
-
http://mashable.com/2014/06/05/apple-os-x-yosemite-icons-mavericks/
1
<1%
-
-
http://mashable.com/2014/06/05/apple-iphone-ad-wearables/
1
<1%
-
-
http://mashable.com/2014/06/05/amazon-teaser-video-smartphone/
1
<1%
-
-
http://mashable.com/2014/06/04/tiananmen-square-25-years-later/
1
<1%
-
-
http://mashable.com/2014/06/04/tiananmen-square-massacre-photos/
1
<1%
-
-
http://mashable.com/2014/06/04/tiananmen-square-memes/
1
<1%
-
-
http://mashable.com/2014/06/04/top-10-tv-shows-twitter-nielsen-infographic/
1
<1%
-
-
http://mashable.com/2014/06/04/train-crash-watermelon-truck/
1
<1%
-
-
http://mashable.com/2014/06/04/tv-series-twitter-reach-neilsen/
1
<1%
-
-
http://mashable.com/2014/06/04/twitch-plays-app/
1
<1%
-
-
http://mashable.com/2014/06/04/twitter-fiction-dentist-contest/
1
<1%
-
-
http://mashable.com/2014/06/04/westjet-fathers-day-surprise-ad/
1
<1%
-
-
http://mashable.com/2014/06/04/wirelessly-charged-implants/
1
<1%
-
-
http://mashable.com/2014/06/04/world-cup-best-names/
1
<1%
-
-
http://mashable.com/2014/06/04/xbox-one-vine-twitter-hbo-go/
1
<1%
-
-
http://mashable.com/2014/06/05/60-events-digital-social-media-more/
1
<1%
-
-
http://mashable.com/2014/06/05/aereo-chromecast-2/
1
<1%
-
-
http://mashable.com/2014/06/05/amazon-phone-sense/
1
<1%
-
-
http://mashable.com/2014/06/05/enso/
1
<1%
-
-
http://mashable.com/2014/06/05/facebook-pages-timeline-redesign/
1
<1%
-
-
http://mashable.com/2014/06/05/ukraine-euromaydanarmy/
1
<1%
-
-
http://mashable.com/2014/06/05/softbank-emotional-robot/
1
<1%
-
-
http://mashable.com/2014/06/05/os-x-yosemite-preivew/
1
<1%
-
-
http://mashable.com/2014/06/05/pebble-update-volume-controls/
1
<1%
-
-
http://mashable.com/2014/06/05/pinterest-promoted-pins-expansion/
1
<1%
-
-
http://mashable.com/2014/06/05/pr-tech-future/
1
<1%
-
-
http://mashable.com/2014/06/05/project-tango-tablet/
1
<1%
-
-
http://mashable.com/2014/06/05/queen-elizabeth-d-day-anniversary/
1
<1%
-
-
http://mashable.com/2014/06/05/samsung-z-hands-on/
1
<1%
-
-
http://mashable.com/2014/06/05/soundgarden-interview-superunknown-20th-anniversary/
1
<1%
-
-
http://mashable.com/2014/06/05/fauxsumers-cyber-window-shop/
1
<1%
-
-
http://mashable.com/2014/06/05/staying-quiet-at-work/
1
<1%
-
-
http://mashable.com/2014/06/05/stephen-colbert-amazon/
1
<1%
-
-
http://mashable.com/2014/06/05/summer-before-college/
1
<1%
-
-
http://mashable.com/2014/06/05/tinder-to-add-snapchat-feature/
1
<1%
-
-
http://mashable.com/2014/06/05/tom-cruise-jimmy-fallon-face-breakers/
1
<1%
-
-
http://mashable.com/2014/06/05/tvs-greatest-catchphrases/
1
<1%
-
-
http://mashable.com/2014/06/05/twitter-namo/
1
<1%
-
-
http://mashable.com/2014/06/05/orange-is-the-new-black-10-second-plots/
1
<1%
-
-
http://mashable.com/2014/06/05/obama-putin-ukraine-g7/
1
<1%
-
-
http://mashable.com/2014/06/05/nicolas-cage-prank/
39,584
>99%
-
-
(Other)
timedelta
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_max_max
-0.64
kw_min_min
0.59
kw_avg_max
-0.49
n_tokens_title
-0.24
global_rate_positive_words
0.21
rate_positive_words
0.20
kw_avg_avg
-0.16
global_sentiment_polarity
0.16
kw_min_avg
-0.16
LDA_02
-0.14
global_subjectivity
0.13
kw_avg_min
0.13
average_token_length
0.13
avg_positive_polarity
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.17
data_channel_is_tech
0.08
data_channel_is_socmed
0.08
data_channel_is_bus
0.06
data_channel_is_lifestyle
0.05
num_keywords
0.05
data_channel_is_entertainment
0.05
weekday_is_wednesday
0.01
weekday_is_monday
0.01
weekday_is_tuesday
0.01
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00
MOST FREQUENT VALUES
91
104
0.3%
72
102
0.3%
84
101
0.3%
59
99
0.2%
29
99
0.2%
210
97
0.2%
182
96
0.2%
37
95
0.2%
28
95
0.2%
127
94
0.2%
161
94
0.2%
52
94
0.2%
77
93
0.2%
35
93
0.2%
23
93
0.2%
SMALLEST VALUES
8
8
<0.1%
9
57
0.1%
10
62
0.2%
11
25
<0.1%
12
20
<0.1%
13
41
0.1%
14
42
0.1%
15
50
0.1%
16
61
0.2%
17
71
0.2%
18
25
<0.1%
19
27
<0.1%
20
73
0.2%
21
66
0.2%
22
87
0.2%
LARGEST VALUES
731
79
0.2%
730
12
<0.1%
729
89
0.2%
728
80
0.2%
727
51
0.1%
726
20
<0.1%
725
24
<0.1%
724
78
0.2%
723
77
0.2%
722
72
0.2%
721
68
0.2%
720
56
0.1%
719
17
<0.1%
718
23
<0.1%
717
66
0.2%
n_tokens_title
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
timedelta
-0.24
abs_title_subjectivity
-0.15
kw_max_max
0.12
kw_avg_max
0.12
kw_min_min
-0.11
title_subjectivity
0.08
global_sentiment_polarity
-0.07
average_token_length
-0.07
LDA_00
-0.07
rate_positive_words
-0.07
LDA_04
-0.07
global_rate_positive_words
-0.06
LDA_01
0.06
global_subjectivity
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.13
data_channel_is_socmed
0.09
data_channel_is_lifestyle
0.07
data_channel_is_world
0.05
data_channel_is_tech
0.05
num_keywords
0.02
data_channel_is_bus
0.02
weekday_is_thursday
0.02
weekday_is_saturday
0.02
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_sunday
0.01
is_weekend
0.01
weekday_is_monday
0.00
MOST FREQUENT VALUES
10
7,358
18.6%
11
6,960
17.6%
9
6,278
15.8%
12
5,299
13.4%
8
4,227
10.7%
13
3,509
8.9%
7
2,120
5.3%
14
1,733
4.4%
6
805
2.0%
15
756
1.9%
16
259
0.7%
5
184
0.5%
17
91
0.2%
4
28
<0.1%
18
22
<0.1%
SMALLEST VALUES
2
1
<0.1%
3
5
<0.1%
4
28
<0.1%
5
184
0.5%
6
805
2.0%
7
2,120
5.3%
8
4,227
10.7%
9
6,278
15.8%
10
7,358
18.6%
11
6,960
17.6%
12
5,299
13.4%
13
3,509
8.9%
14
1,733
4.4%
15
756
1.9%
16
259
0.7%
LARGEST VALUES
23
1
<0.1%
20
2
<0.1%
19
6
<0.1%
18
22
<0.1%
17
91
0.2%
16
259
0.7%
15
756
1.9%
14
1,733
4.4%
13
3,509
8.9%
12
5,299
13.4%
11
6,960
17.6%
10
7,358
18.6%
9
6,278
15.8%
8
4,227
10.7%
7
2,120
5.3%
n_tokens_content
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
min_negative_polarity
-0.45
num_hrefs
0.42
max_positive_polarity
0.42
num_imgs
0.34
num_self_hrefs
0.30
min_positive_polarity
-0.26
max_negative_polarity
0.23
average_token_length
0.17
LDA_03
-0.14
avg_positive_polarity
0.14
global_rate_positive_words
0.13
avg_negative_polarity
-0.13
global_subjectivity
0.13
global_rate_negative_words
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.09
data_channel_is_entertainment
0.06
data_channel_is_world
0.06
is_weekend
0.05
data_channel_is_lifestyle
0.04
weekday_is_sunday
0.04
weekday_is_saturday
0.03
data_channel_is_socmed
0.03
data_channel_is_tech
0.03
weekday_is_wednesday
0.02
weekday_is_friday
0.02
weekday_is_thursday
0.01
data_channel_is_bus
0.01
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0
1,181
3.0%
286
101
0.3%
225
86
0.2%
335
86
0.2%
279
85
0.2%
242
84
0.2%
301
82
0.2%
246
80
0.2%
294
80
0.2%
258
80
0.2%
232
80
0.2%
256
79
0.2%
197
79
0.2%
318
79
0.2%
315
78
0.2%
SMALLEST VALUES
0
1,181
3.0%
18
1
<0.1%
21
1
<0.1%
22
1
<0.1%
24
1
<0.1%
25
1
<0.1%
26
1
<0.1%
27
1
<0.1%
28
1
<0.1%
29
1
<0.1%
30
1
<0.1%
31
3
<0.1%
32
3
<0.1%
34
4
<0.1%
35
2
<0.1%
LARGEST VALUES
8474
1
<0.1%
7764
1
<0.1%
7413
1
<0.1%
7185
1
<0.1%
7081
1
<0.1%
7034
1
<0.1%
7004
1
<0.1%
7002
1
<0.1%
6505
1
<0.1%
6336
1
<0.1%
6159
1
<0.1%
5562
1
<0.1%
5553
1
<0.1%
5530
1
<0.1%
5194
1
<0.1%
n_unique_tokens
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
n_non_stop_unique_tokens
1.00
n_non_stop_words
1.00
average_token_length
0.03
num_imgs
0.02
min_negative_polarity
0.01
abs_title_subjectivity
-0.01
min_positive_polarity
0.01
max_positive_polarity
-0.01
max_negative_polarity
-0.01
LDA_02
-0.01
num_self_hrefs
0.01
n_tokens_title
-0.01
n_tokens_content
-0.00
title_subjectivity
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.01
num_keywords
0.01
weekday_is_tuesday
0.01
data_channel_is_world
0.01
is_weekend
0.00
weekday_is_saturday
0.00
data_channel_is_tech
0.00
weekday_is_thursday
0.00
weekday_is_wednesday
0.00
weekday_is_monday
0.00
weekday_is_sunday
0.00
data_channel_is_lifestyle
0.00
weekday_is_friday
0.00
data_channel_is_socmed
0.00
MOST FREQUENT VALUES
0.0
1,181
3.0%
0.499999999
109
0.3%
0.666666663
58
0.1%
0.599999998
49
0.1%
0.666666664
38
<0.1%
0.57142857
34
<0.1%
0.555555554
31
<0.1%
0.571428569
28
<0.1%
0.545454544
26
<0.1%
0.624999997
25
<0.1%
0.666666662
25
<0.1%
0.636363633
24
<0.1%
0.583333331
21
<0.1%
0.599999997
20
<0.1%
0.562499998
19
<0.1%
SMALLEST VALUES
0.0
1,181
3.0%
0.114963504
1
<0.1%
0.12342216
1
<0.1%
0.124301676
1
<0.1%
0.127922971
1
<0.1%
0.134178322
1
<0.1%
0.140408701
1
<0.1%
0.147619048
1
<0.1%
0.148
1
<0.1%
0.148344371
1
<0.1%
0.149973503
1
<0.1%
0.151556157
1
<0.1%
0.151738672
1
<0.1%
0.153034301
1
<0.1%
0.153745072
1
<0.1%
LARGEST VALUES
701.0
1
<0.1%
0.999999967
1
<0.1%
0.999999963
1
<0.1%
0.999999958
1
<0.1%
0.979591817
1
<0.1%
0.976190453
1
<0.1%
0.972972947
1
<0.1%
0.971428544
1
<0.1%
0.967741904
1
<0.1%
0.964285697
1
<0.1%
0.959999962
1
<0.1%
0.957446788
1
<0.1%
0.954545411
1
<0.1%
0.952380907
1
<0.1%
0.949999976
1
<0.1%
n_non_stop_words
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
n_unique_tokens
1.00
n_non_stop_unique_tokens
1.00
average_token_length
0.03
num_imgs
0.03
n_tokens_content
0.02
num_self_hrefs
0.01
LDA_03
-0.01
abs_title_subjectivity
-0.01
num_hrefs
0.01
kw_avg_avg
-0.01
title_subjectivity
-0.01
n_tokens_title
-0.00
abs_title_sentiment_polarity
-0.00
kw_max_avg
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.01
weekday_is_tuesday
0.01
num_keywords
0.01
data_channel_is_world
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_monday
0.00
is_weekend
0.00
weekday_is_friday
0.00
weekday_is_saturday
0.00
weekday_is_sunday
0.00
data_channel_is_lifestyle
0.00
data_channel_is_socmed
0.00
data_channel_is_tech
0.00
MOST FREQUENT VALUES
0.999999998
7,372
18.6%
0.999999997
6,201
15.6%
0.999999996
4,817
12.2%
0.999999995
4,190
10.6%
0.999999999
3,539
8.9%
0.999999994
3,168
8.0%
0.999999993
2,179
5.5%
0.999999992
1,770
4.5%
0.0
1,181
3.0%
0.999999991
1,160
2.9%
0.99999999
945
2.4%
0.999999989
741
1.9%
0.999999988
488
1.2%
0.999999986
374
0.9%
0.999999987
303
0.8%
SMALLEST VALUES
0.0
1,181
3.0%
0.999999917
2
<0.1%
0.999999923
1
<0.1%
0.999999929
2
<0.1%
0.999999933
1
<0.1%
0.999999944
1
<0.1%
0.999999947
2
<0.1%
0.99999995
4
<0.1%
0.999999952
4
<0.1%
0.999999955
1
<0.1%
0.999999957
3
<0.1%
0.999999958
1
<0.1%
0.99999996
3
<0.1%
0.999999962
2
<0.1%
0.999999963
6
<0.1%
LARGEST VALUES
1042.0
1
<0.1%
1.0
69
0.2%
0.999999999
3,539
8.9%
0.999999998
7,372
18.6%
0.999999997
6,201
15.6%
0.999999996
4,817
12.2%
0.999999995
4,190
10.6%
0.999999994
3,168
8.0%
0.999999993
2,179
5.5%
0.999999992
1,770
4.5%
0.999999991
1,160
2.9%
0.99999999
945
2.4%
0.999999989
741
1.9%
0.999999988
488
1.2%
0.999999987
303
0.8%
n_non_stop_unique_tokens
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
n_unique_tokens
1.00
n_non_stop_words
1.00
average_token_length
0.03
num_imgs
0.01
LDA_03
-0.01
abs_title_subjectivity
-0.01
min_positive_polarity
0.01
num_self_hrefs
0.01
max_negative_polarity
-0.01
kw_avg_avg
-0.01
title_subjectivity
-0.01
global_subjectivity
0.01
n_tokens_title
-0.01
abs_title_sentiment_polarity
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.01
data_channel_is_entertainment
0.01
weekday_is_tuesday
0.01
data_channel_is_world
0.00
is_weekend
0.00
weekday_is_saturday
0.00
weekday_is_thursday
0.00
weekday_is_sunday
0.00
weekday_is_wednesday
0.00
weekday_is_monday
0.00
data_channel_is_bus
0.00
weekday_is_friday
0.00
data_channel_is_tech
0.00
data_channel_is_socmed
0.00
MOST FREQUENT VALUES
0.0
1,181
3.0%
0.749999996
60
0.2%
0.666666665
59
0.1%
0.666666664
48
0.1%
0.749999995
43
0.1%
0.714285712
38
<0.1%
0.714285711
37
<0.1%
0.666666663
31
<0.1%
0.749999997
28
<0.1%
0.749999994
26
<0.1%
0.727272724
25
<0.1%
0.727272723
25
<0.1%
0.599999999
25
<0.1%
0.699999998
23
<0.1%
0.799999995
22
<0.1%
SMALLEST VALUES
0.0
1,181
3.0%
0.119133574
1
<0.1%
0.123214285
1
<0.1%
0.126334519
1
<0.1%
0.129262926
1
<0.1%
0.134146341
1
<0.1%
0.138297872
1
<0.1%
0.146341463
1
<0.1%
0.147951038
1
<0.1%
0.148788927
1
<0.1%
0.149565217
1
<0.1%
0.152941176
1
<0.1%
0.153626732
1
<0.1%
0.154109589
1
<0.1%
0.156196944
1
<0.1%
LARGEST VALUES
650.0
1
<0.1%
0.999999986
1
<0.1%
0.999999985
1
<0.1%
0.999999979
2
<0.1%
0.999999974
1
<0.1%
0.999999973
2
<0.1%
0.999999972
2
<0.1%
0.999999971
1
<0.1%
0.99999997
1
<0.1%
0.999999969
1
<0.1%
0.999999968
1
<0.1%
0.999999966
2
<0.1%
0.999999964
2
<0.1%
0.999999962
1
<0.1%
0.999999958
1
<0.1%
num_hrefs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
n_tokens_content
0.42
num_self_hrefs
0.40
num_imgs
0.34
max_positive_polarity
0.29
min_negative_polarity
-0.26
average_token_length
0.22
global_subjectivity
0.20
avg_positive_polarity
0.19
avg_negative_polarity
-0.15
LDA_03
0.12
kw_avg_avg
0.12
num_videos
0.11
rate_positive_words
0.10
global_sentiment_polarity
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.13
is_weekend
0.07
data_channel_is_tech
0.06
data_channel_is_bus
0.06
weekday_is_saturday
0.05
data_channel_is_lifestyle
0.05
data_channel_is_socmed
0.05
weekday_is_sunday
0.04
weekday_is_wednesday
0.03
data_channel_is_world
0.03
weekday_is_thursday
0.01
weekday_is_tuesday
0.01
data_channel_is_entertainment
0.01
weekday_is_monday
0.01
MOST FREQUENT VALUES
4
3,470
8.8%
5
3,431
8.7%
6
3,154
8.0%
3
2,871
7.2%
7
2,782
7.0%
8
2,273
5.7%
9
1,990
5.0%
2
1,836
4.6%
10
1,730
4.4%
11
1,440
3.6%
0
1,299
3.3%
12
1,279
3.2%
13
1,130
2.9%
1
963
2.4%
14
962
2.4%
SMALLEST VALUES
0
1,299
3.3%
1
963
2.4%
2
1,836
4.6%
3
2,871
7.2%
4
3,470
8.8%
5
3,431
8.7%
6
3,154
8.0%
7
2,782
7.0%
8
2,273
5.7%
9
1,990
5.0%
10
1,730
4.4%
11
1,440
3.6%
12
1,279
3.2%
13
1,130
2.9%
14
962
2.4%
LARGEST VALUES
304
1
<0.1%
187
1
<0.1%
186
1
<0.1%
171
1
<0.1%
162
1
<0.1%
161
1
<0.1%
159
1
<0.1%
158
1
<0.1%
153
1
<0.1%
152
1
<0.1%
150
1
<0.1%
148
1
<0.1%
145
1
<0.1%
143
1
<0.1%
142
1
<0.1%
num_self_hrefs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
num_hrefs
0.40
n_tokens_content
0.30
num_imgs
0.24
max_positive_polarity
0.19
rate_positive_words
0.14
LDA_04
0.14
self_reference_max_shares
0.13
average_token_length
0.13
min_negative_polarity
-0.12
global_rate_positive_words
0.12
global_subjectivity
0.12
avg_positive_polarity
0.10
global_sentiment_polarity
0.09
LDA_02
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_tech
0.17
data_channel_is_world
0.12
num_keywords
0.11
data_channel_is_socmed
0.09
data_channel_is_bus
0.06
is_weekend
0.05
data_channel_is_lifestyle
0.05
weekday_is_saturday
0.04
data_channel_is_entertainment
0.02
weekday_is_friday
0.02
weekday_is_sunday
0.02
weekday_is_wednesday
0.02
weekday_is_thursday
0.01
weekday_is_monday
0.01
MOST FREQUENT VALUES
2
7,624
19.2%
1
6,788
17.1%
3
6,612
16.7%
0
5,350
13.5%
4
4,603
11.6%
5
2,922
7.4%
6
1,851
4.7%
7
1,127
2.8%
8
677
1.7%
9
452
1.1%
10
325
0.8%
11
227
0.6%
12
181
0.5%
13
122
0.3%
15
85
0.2%
SMALLEST VALUES
0
5,350
13.5%
1
6,788
17.1%
2
7,624
19.2%
3
6,612
16.7%
4
4,603
11.6%
5
2,922
7.4%
6
1,851
4.7%
7
1,127
2.8%
8
677
1.7%
9
452
1.1%
10
325
0.8%
11
227
0.6%
12
181
0.5%
13
122
0.3%
14
84
0.2%
LARGEST VALUES
116
1
<0.1%
74
1
<0.1%
65
1
<0.1%
63
3
<0.1%
62
1
<0.1%
60
1
<0.1%
56
2
<0.1%
55
1
<0.1%
54
2
<0.1%
53
1
<0.1%
51
4
<0.1%
50
2
<0.1%
49
2
<0.1%
47
1
<0.1%
44
1
<0.1%
num_imgs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
num_hrefs
0.34
n_tokens_content
0.34
num_self_hrefs
0.24
LDA_03
0.21
max_positive_polarity
0.16
LDA_00
-0.15
kw_avg_avg
0.15
min_negative_polarity
-0.14
avg_positive_polarity
0.10
LDA_02
-0.09
kw_min_avg
0.08
global_subjectivity
0.08
avg_negative_polarity
-0.07
num_videos
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_bus
0.14
data_channel_is_world
0.11
data_channel_is_entertainment
0.10
num_keywords
0.09
is_weekend
0.05
weekday_is_sunday
0.04
weekday_is_saturday
0.03
weekday_is_wednesday
0.02
data_channel_is_lifestyle
0.01
data_channel_is_socmed
0.01
weekday_is_friday
0.01
data_channel_is_tech
0.01
weekday_is_thursday
0.01
weekday_is_monday
0.01
MOST FREQUENT VALUES
1
18,119
45.7%
0
6,987
17.6%
2
2,965
7.5%
3
1,223
3.1%
11
1,125
2.8%
10
860
2.2%
4
668
1.7%
12
601
1.5%
6
571
1.4%
9
546
1.4%
8
509
1.3%
13
508
1.3%
15
498
1.3%
5
478
1.2%
7
421
1.1%
SMALLEST VALUES
0
6,987
17.6%
1
18,119
45.7%
2
2,965
7.5%
3
1,223
3.1%
4
668
1.7%
5
478
1.2%
6
571
1.4%
7
421
1.1%
8
509
1.3%
9
546
1.4%
10
860
2.2%
11
1,125
2.8%
12
601
1.5%
13
508
1.3%
14
392
1.0%
LARGEST VALUES
128
1
<0.1%
111
2
<0.1%
108
1
<0.1%
101
2
<0.1%
100
5
<0.1%
99
4
<0.1%
98
5
<0.1%
93
1
<0.1%
92
4
<0.1%
91
1
<0.1%
90
1
<0.1%
84
1
<0.1%
83
1
<0.1%
80
3
<0.1%
79
2
<0.1%
num_videos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDA_03
0.27
global_rate_negative_words
0.18
min_negative_polarity
-0.14
kw_avg_max
0.14
LDA_04
-0.13
max_positive_polarity
0.13
avg_negative_polarity
-0.12
num_hrefs
0.11
kw_avg_avg
0.11
n_tokens_content
0.10
avg_positive_polarity
0.10
LDA_02
-0.09
global_subjectivity
0.08
self_reference_max_shares
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.15
data_channel_is_tech
0.09
data_channel_is_world
0.09
data_channel_is_bus
0.06
data_channel_is_lifestyle
0.04
num_keywords
0.04
is_weekend
0.02
weekday_is_sunday
0.01
weekday_is_monday
0.01
data_channel_is_socmed
0.01
weekday_is_saturday
0.01
weekday_is_tuesday
0.01
weekday_is_thursday
0.00
weekday_is_friday
0.00
MOST FREQUENT VALUES
0
25,026
63.1%
1
9,483
23.9%
2
2,189
5.5%
3
527
1.3%
11
285
0.7%
4
245
0.6%
10
213
0.5%
21
202
0.5%
5
149
0.4%
26
124
0.3%
6
116
0.3%
16
103
0.3%
9
101
0.3%
7
90
0.2%
8
82
0.2%
SMALLEST VALUES
0
25,026
63.1%
1
9,483
23.9%
2
2,189
5.5%
3
527
1.3%
4
245
0.6%
5
149
0.4%
6
116
0.3%
7
90
0.2%
8
82
0.2%
9
101
0.3%
10
213
0.5%
11
285
0.7%
12
79
0.2%
13
73
0.2%
14
69
0.2%
LARGEST VALUES
91
1
<0.1%
75
2
<0.1%
74
5
<0.1%
73
7
<0.1%
66
1
<0.1%
65
2
<0.1%
59
2
<0.1%
58
3
<0.1%
53
1
<0.1%
51
6
<0.1%
50
7
<0.1%
49
1
<0.1%
48
2
<0.1%
46
1
<0.1%
42
2
<0.1%
average_token_length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
global_subjectivity
0.60
rate_positive_words
0.58
avg_positive_polarity
0.54
max_positive_polarity
0.47
avg_negative_polarity
-0.32
global_rate_positive_words
0.32
rate_negative_words
0.32
min_negative_polarity
-0.28
global_rate_negative_words
0.23
num_hrefs
0.22
min_positive_polarity
0.22
max_negative_polarity
-0.19
LDA_03
-0.18
global_sentiment_polarity
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.08
data_channel_is_bus
0.07
num_keywords
0.04
data_channel_is_entertainment
0.04
data_channel_is_socmed
0.02
data_channel_is_tech
0.02
data_channel_is_lifestyle
0.01
weekday_is_sunday
0.01
weekday_is_saturday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00
weekday_is_tuesday
0.00
weekday_is_friday
0.00
weekday_is_thursday
0.00
MOST FREQUENT VALUES
0.0
1,181
3.0%
5.0
77
0.2%
4.5
72
0.2%
4.666666667
58
0.1%
4.6
35
<0.1%
4.75
32
<0.1%
4.8
28
<0.1%
4.428571429
26
<0.1%
4.833333333
24
<0.1%
4.625
23
<0.1%
4.7
22
<0.1%
4.875
22
<0.1%
4.555555556
21
<0.1%
4.777777778
21
<0.1%
4.714285714
20
<0.1%
SMALLEST VALUES
0.0
1,181
3.0%
3.6
1
<0.1%
3.624584718
1
<0.1%
3.653846154
1
<0.1%
3.657142857
1
<0.1%
3.660899654
1
<0.1%
3.666666667
1
<0.1%
3.678571429
1
<0.1%
3.71849866
1
<0.1%
3.728531856
1
<0.1%
3.754385965
1
<0.1%
3.762237762
1
<0.1%
3.783536585
1
<0.1%
3.78506559
1
<0.1%
3.790912915
1
<0.1%
LARGEST VALUES
8.041533546
1
<0.1%
7.974683544
1
<0.1%
7.695652174
1
<0.1%
7.218430034
1
<0.1%
6.816753927
1
<0.1%
6.609589041
1
<0.1%
6.512690355
1
<0.1%
6.497607656
1
<0.1%
6.486005089
1
<0.1%
6.431034483
1
<0.1%
6.418705036
1
<0.1%
6.383469844
1
<0.1%
6.308411215
1
<0.1%
6.295392954
1
<0.1%
6.288683603
1
<0.1%
num_keywords
MISSING:
---
TOP CATEGORIES
shares
(avg)
7
7,322
18%
3,535
6
6,801
17%
3,491
10
6,708
17%
3,561
8
6,094
15%
3,551
5
4,829
12%
3,010
9
4,732
12%
3,619
4
2,427
6%
2,478
3
635
2%
2,532
1
51
<1%
1,664
2
45
<1%
1,941
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
num_keywords
PROVIDES INFORMATION ON...
data_channel_is_lifestyle
0.04
data_channel_is_bus
0.04
data_channel_is_socmed
0.03
data_channel_is_tech
0.02
data_channel_is_entertainment
0.01
is_weekend
0.01
weekday_is_sunday
0.01
weekday_is_saturday
0.01
data_channel_is_world
0.00
weekday_is_monday
0.00
weekday_is_wednesday
0.00
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00

THESE FEATURES
GIVE INFORMATION
ON num_keywords:
data_channel_is_bus
0.01
data_channel_is_tech
0.01
data_channel_is_lifestyle
0.00
data_channel_is_socmed
0.00
data_channel_is_entertainment
0.00
is_weekend
0.00
weekday_is_sunday
0.00
weekday_is_saturday
0.00
data_channel_is_world
0.00
weekday_is_monday
0.00
weekday_is_wednesday
0.00
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
CORRELATION RATIO WITH...
kw_min_max
0.59
kw_avg_max
0.36
kw_min_avg
0.30
LDA_04
0.19
LDA_00
0.19
num_hrefs
0.13
kw_max_avg
0.12
num_self_hrefs
0.11
global_sentiment_polarity
0.09
num_imgs
0.09
n_tokens_content
0.09
kw_avg_min
0.08
kw_max_min
0.08
rate_negative_words
0.08
data_channel_is_lifestyle
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
37,545
95%
3,379
1
2,099
5%
3,682
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_lifestyle
PROVIDES INFORMATION ON...
data_channel_is_world
0.03
data_channel_is_tech
0.02
data_channel_is_entertainment
0.02
data_channel_is_bus
0.02
data_channel_is_socmed
0.01
num_keywords
0.00
is_weekend
0.00
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_tuesday
0.00
weekday_is_monday
0.00
weekday_is_thursday
0.00
weekday_is_wednesday
0.00
weekday_is_friday
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_lifestyle:
data_channel_is_world
0.06
data_channel_is_tech
0.05
data_channel_is_entertainment
0.05
data_channel_is_bus
0.05
num_keywords
0.04
data_channel_is_socmed
0.02
is_weekend
0.00
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_tuesday
0.00
weekday_is_monday
0.00
weekday_is_thursday
0.00
weekday_is_wednesday
0.00
weekday_is_friday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_lifestyle
CORRELATION RATIO WITH...
LDA_04
0.25
kw_avg_max
0.13
LDA_02
0.12
LDA_01
0.08
global_sentiment_polarity
0.08
n_tokens_title
0.07
max_positive_polarity
0.07
avg_positive_polarity
0.07
global_rate_positive_words
0.06
LDA_03
0.06
global_subjectivity
0.06
timedelta
0.05
kw_max_max
0.05
num_hrefs
0.05
data_channel_is_entertainment
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,587
82%
3,487
1
7,057
18%
2,970
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_entertainment
PROVIDES INFORMATION ON...
data_channel_is_world
0.09
data_channel_is_tech
0.08
data_channel_is_bus
0.08
data_channel_is_socmed
0.05
data_channel_is_lifestyle
0.05
num_keywords
0.00
weekday_is_monday
0.00
weekday_is_saturday
0.00
weekday_is_sunday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00
weekday_is_tuesday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_entertainment:
data_channel_is_world
0.10
data_channel_is_tech
0.09
data_channel_is_bus
0.07
data_channel_is_socmed
0.03
data_channel_is_lifestyle
0.02
num_keywords
0.01
weekday_is_monday
0.00
weekday_is_saturday
0.00
weekday_is_sunday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00
weekday_is_tuesday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
CORRELATION RATIO WITH...
LDA_01
0.60
LDA_04
0.27
LDA_00
0.21
LDA_03
0.21
LDA_02
0.21
num_videos
0.15
n_tokens_title
0.13
avg_negative_polarity
0.13
min_negative_polarity
0.11
global_rate_negative_words
0.10
num_imgs
0.10
max_positive_polarity
0.08
n_tokens_content
0.06
avg_positive_polarity
0.05
data_channel_is_bus
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
33,386
84%
3,458
1
6,258
16%
3,063
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_bus
PROVIDES INFORMATION ON...
data_channel_is_world
0.08
data_channel_is_tech
0.07
data_channel_is_entertainment
0.07
data_channel_is_socmed
0.05
data_channel_is_lifestyle
0.05
num_keywords
0.01
weekday_is_saturday
0.00
is_weekend
0.00
weekday_is_sunday
0.00
weekday_is_monday
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00
weekday_is_tuesday
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_bus:
data_channel_is_world
0.10
data_channel_is_tech
0.08
data_channel_is_entertainment
0.08
num_keywords
0.04
data_channel_is_socmed
0.02
data_channel_is_lifestyle
0.02
is_weekend
0.00
weekday_is_saturday
0.00
weekday_is_sunday
0.00
weekday_is_monday
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_friday
0.00
weekday_is_tuesday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_bus
CORRELATION RATIO WITH...
LDA_00
0.77
LDA_03
0.23
LDA_02
0.21
kw_avg_max
0.18
LDA_04
0.17
num_imgs
0.14
LDA_01
0.13
rate_positive_words
0.13
global_rate_positive_words
0.09
rate_negative_words
0.08
global_rate_negative_words
0.08
global_sentiment_polarity
0.07
average_token_length
0.07
num_videos
0.06
data_channel_is_socmed
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
37,321
94%
3,381
1
2,323
6%
3,629
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_socmed
PROVIDES INFORMATION ON...
data_channel_is_world
0.03
data_channel_is_tech
0.03
data_channel_is_entertainment
0.03
data_channel_is_bus
0.02
data_channel_is_lifestyle
0.02
num_keywords
0.00
weekday_is_saturday
0.00
weekday_is_monday
0.00
weekday_is_sunday
0.00
weekday_is_thursday
0.00
weekday_is_tuesday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00
weekday_is_friday
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_socmed:
data_channel_is_world
0.06
data_channel_is_tech
0.06
data_channel_is_entertainment
0.05
data_channel_is_bus
0.05
num_keywords
0.03
data_channel_is_lifestyle
0.01
weekday_is_saturday
0.00
weekday_is_monday
0.00
weekday_is_thursday
0.00
weekday_is_sunday
0.00
weekday_is_tuesday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00
weekday_is_friday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_socmed
CORRELATION RATIO WITH...
LDA_00
0.20
global_rate_positive_words
0.10
num_self_hrefs
0.09
n_tokens_title
0.09
rate_positive_words
0.08
timedelta
0.08
LDA_01
0.07
LDA_04
0.07
global_sentiment_polarity
0.07
kw_avg_max
0.06
min_positive_polarity
0.06
rate_negative_words
0.06
kw_min_max
0.06
num_hrefs
0.05
data_channel_is_tech
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,298
81%
3,469
1
7,346
19%
3,072
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_tech
PROVIDES INFORMATION ON...
data_channel_is_world
0.10
data_channel_is_entertainment
0.09
data_channel_is_bus
0.08
data_channel_is_socmed
0.06
data_channel_is_lifestyle
0.05
num_keywords
0.01
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_tuesday
0.00
weekday_is_friday
0.00
is_weekend
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_monday
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_tech:
data_channel_is_world
0.10
data_channel_is_entertainment
0.08
data_channel_is_bus
0.07
data_channel_is_socmed
0.03
num_keywords
0.02
data_channel_is_lifestyle
0.02
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_tuesday
0.00
weekday_is_friday
0.00
is_weekend
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_monday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_tech
CORRELATION RATIO WITH...
LDA_04
0.75
LDA_03
0.26
LDA_00
0.20
LDA_02
0.18
num_self_hrefs
0.17
LDA_01
0.17
kw_avg_max
0.16
rate_positive_words
0.16
kw_avg_avg
0.14
global_sentiment_polarity
0.13
min_negative_polarity
0.12
avg_negative_polarity
0.11
rate_negative_words
0.11
global_rate_negative_words
0.10
data_channel_is_world
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
31,217
79%
3,694
1
8,427
21%
2,288
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
data_channel_is_world
PROVIDES INFORMATION ON...
data_channel_is_tech
0.10
data_channel_is_entertainment
0.10
data_channel_is_bus
0.10
data_channel_is_socmed
0.06
data_channel_is_lifestyle
0.06
num_keywords
0.00
weekday_is_friday
0.00
weekday_is_monday
0.00
weekday_is_sunday
0.00
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
is_weekend
0.00
weekday_is_wednesday
0.00
weekday_is_saturday
0.00

THESE FEATURES
GIVE INFORMATION
ON data_channel_is_world:
data_channel_is_tech
0.10
data_channel_is_entertainment
0.09
data_channel_is_bus
0.08
data_channel_is_socmed
0.03
data_channel_is_lifestyle
0.03
num_keywords
0.00
weekday_is_friday
0.00
weekday_is_monday
0.00
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
weekday_is_sunday
0.00
is_weekend
0.00
weekday_is_wednesday
0.00
weekday_is_saturday
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
CORRELATION RATIO WITH...
LDA_02
0.84
LDA_03
0.27
global_rate_positive_words
0.25
kw_avg_avg
0.24
LDA_00
0.23
global_sentiment_polarity
0.23
LDA_01
0.21
rate_negative_words
0.19
global_subjectivity
0.18
LDA_04
0.18
timedelta
0.17
rate_positive_words
0.16
avg_positive_polarity
0.15
kw_min_avg
0.13
kw_min_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_max_max
-0.86
timedelta
0.59
kw_avg_max
-0.50
kw_avg_avg
-0.18
kw_min_avg
-0.14
kw_avg_min
0.11
n_tokens_title
-0.11
global_rate_positive_words
0.10
rate_positive_words
0.08
global_sentiment_polarity
0.08
LDA_02
-0.07
kw_max_avg
-0.07
kw_min_max
-0.06
n_tokens_content
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.08
data_channel_is_lifestyle
0.05
data_channel_is_socmed
0.04
data_channel_is_entertainment
0.03
data_channel_is_tech
0.03
data_channel_is_bus
0.02
num_keywords
0.01
weekday_is_saturday
0.01
weekday_is_tuesday
0.01
weekday_is_sunday
0.01
weekday_is_thursday
0.01
weekday_is_wednesday
0.00
is_weekend
0.00
weekday_is_friday
0.00
MOST FREQUENT VALUES
-1
22,980
58.0%
4
11,908
30.0%
217
4,636
11.7%
0
79
0.2%
47
6
<0.1%
57
5
<0.1%
86
4
<0.1%
82
3
<0.1%
88
2
<0.1%
63
2
<0.1%
45
2
<0.1%
129
2
<0.1%
294
2
<0.1%
138
1
<0.1%
98
1
<0.1%
SMALLEST VALUES
-1
22,980
58.0%
0
79
0.2%
4
11,908
30.0%
41
1
<0.1%
42
1
<0.1%
45
2
<0.1%
47
6
<0.1%
57
5
<0.1%
63
2
<0.1%
65
1
<0.1%
80
1
<0.1%
82
3
<0.1%
86
4
<0.1%
88
2
<0.1%
97
1
<0.1%
LARGEST VALUES
377
1
<0.1%
318
1
<0.1%
294
2
<0.1%
217
4,636
11.7%
201
1
<0.1%
184
1
<0.1%
162
1
<0.1%
138
1
<0.1%
129
2
<0.1%
116
1
<0.1%
98
1
<0.1%
97
1
<0.1%
88
2
<0.1%
86
4
<0.1%
82
3
<0.1%
kw_max_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_min
0.94
kw_max_avg
0.59
kw_avg_avg
0.41
self_reference_max_shares
0.04
kw_min_max
-0.04
kw_avg_max
-0.03
self_reference_avg_sharess
0.03
shares
0.03
timedelta
0.03
LDA_03
0.02
abs_title_sentiment_polarity
0.02
title_subjectivity
0.02
LDA_02
-0.02
num_hrefs
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.08
data_channel_is_lifestyle
0.03
data_channel_is_world
0.02
data_channel_is_bus
0.01
data_channel_is_entertainment
0.01
weekday_is_monday
0.01
is_weekend
0.01
weekday_is_saturday
0.01
weekday_is_tuesday
0.00
weekday_is_sunday
0.00
weekday_is_friday
0.00
data_channel_is_socmed
0.00
weekday_is_thursday
0.00
weekday_is_wednesday
0.00
MOST FREQUENT VALUES
1100.0
1,507
3.8%
1200.0
1,188
3.0%
1300.0
830
2.1%
0.0
819
2.1%
1400.0
785
2.0%
1000.0
735
1.9%
1500.0
563
1.4%
1600.0
504
1.3%
1700.0
379
1.0%
1800.0
287
0.7%
1900.0
284
0.7%
2000.0
256
0.6%
2100.0
241
0.6%
224.0
230
0.6%
2200.0
215
0.5%
SMALLEST VALUES
0.0
819
2.1%
1.59
111
0.3%
4.0
76
0.2%
28.0
2
<0.1%
35.0
1
<0.1%
41.0
2
<0.1%
42.0
36
<0.1%
43.0
34
<0.1%
44.0
1
<0.1%
45.0
66
0.2%
47.0
45
0.1%
49.0
121
0.3%
51.0
14
<0.1%
56.0
3
<0.1%
57.0
32
<0.1%
LARGEST VALUES
298400.0
2
<0.1%
158900.0
1
<0.1%
139600.0
1
<0.1%
138700.0
1
<0.1%
128500.0
1
<0.1%
112500.0
1
<0.1%
111300.0
1
<0.1%
104100.0
1
<0.1%
102200.0
1
<0.1%
98700.0
1
<0.1%
97200.0
1
<0.1%
82000.0
1
<0.1%
81200.0
2
<0.1%
80400.0
2
<0.1%
77800.0
1
<0.1%
kw_avg_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_max_min
0.94
kw_max_avg
0.55
kw_avg_avg
0.38
timedelta
0.13
kw_avg_max
-0.13
kw_min_min
0.11
kw_max_max
-0.11
kw_min_max
-0.06
self_reference_max_shares
0.03
global_rate_positive_words
0.03
LDA_02
-0.03
n_tokens_title
-0.03
shares
0.03
global_sentiment_polarity
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.08
data_channel_is_lifestyle
0.04
data_channel_is_world
0.04
data_channel_is_socmed
0.03
data_channel_is_entertainment
0.02
weekday_is_saturday
0.00
weekday_is_tuesday
0.00
weekday_is_monday
0.00
data_channel_is_tech
0.00
is_weekend
0.00
data_channel_is_bus
0.00
weekday_is_thursday
0.00
weekday_is_sunday
0.00
weekday_is_wednesday
0.00
MOST FREQUENT VALUES
-1.0
694
1.8%
0.0
81
0.2%
43.25
48
0.1%
125.0
45
0.1%
107.6666667
44
0.1%
80.5
43
0.1%
194.0
42
0.1%
11.5
39
<0.1%
282.0
37
<0.1%
63.0
37
<0.1%
103.0
34
<0.1%
143.0
33
<0.1%
82.0
32
<0.1%
101.4
32
<0.1%
135.0
30
<0.1%
SMALLEST VALUES
-1.0
694
1.8%
-0.857142857
2
<0.1%
-0.833333333
1
<0.1%
-0.8
7
<0.1%
-0.75
13
<0.1%
-0.741
2
<0.1%
-0.67625
4
<0.1%
-0.666666667
13
<0.1%
-0.63
6
<0.1%
-0.571428571
1
<0.1%
-0.568333333
17
<0.1%
-0.5
7
<0.1%
-0.482
26
<0.1%
-0.401666667
1
<0.1%
-0.3525
16
<0.1%
LARGEST VALUES
42827.85714
1
<0.1%
39979.0
1
<0.1%
34855.125
1
<0.1%
29946.9
1
<0.1%
27123.0
1
<0.1%
21516.0
1
<0.1%
18687.83333
1
<0.1%
17011.16667
1
<0.1%
16330.4
1
<0.1%
15851.22222
1
<0.1%
15674.6
1
<0.1%
14716.85714
1
<0.1%
14348.875
1
<0.1%
14187.79857
1
<0.1%
13744.83333
1
<0.1%
kw_min_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_max
0.41
kw_min_avg
0.35
kw_avg_avg
0.17
LDA_03
0.08
timedelta
-0.08
kw_max_max
0.07
kw_avg_min
-0.06
kw_min_min
-0.06
LDA_04
-0.06
LDA_02
-0.06
LDA_00
0.05
num_videos
0.04
average_token_length
-0.04
kw_max_min
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.59
data_channel_is_world
0.06
data_channel_is_socmed
0.06
data_channel_is_tech
0.05
data_channel_is_bus
0.05
data_channel_is_lifestyle
0.03
weekday_is_monday
0.01
weekday_is_wednesday
0.01
weekday_is_saturday
0.01
weekday_is_sunday
0.01
weekday_is_thursday
0.00
data_channel_is_entertainment
0.00
weekday_is_friday
0.00
is_weekend
0.00
MOST FREQUENT VALUES
0
17,108
43.2%
1500
379
1.0%
1400
371
0.9%
1200
367
0.9%
1300
361
0.9%
1100
344
0.9%
1600
329
0.8%
1900
315
0.8%
2100
303
0.8%
2000
303
0.8%
1800
295
0.7%
1700
286
0.7%
2200
264
0.7%
5000
229
0.6%
4800
226
0.6%
SMALLEST VALUES
0
17,108
43.2%
41
3
<0.1%
47
1
<0.1%
82
1
<0.1%
88
2
<0.1%
91
1
<0.1%
92
2
<0.1%
95
1
<0.1%
127
1
<0.1%
134
1
<0.1%
135
1
<0.1%
138
1
<0.1%
140
1
<0.1%
149
1
<0.1%
154
2
<0.1%
LARGEST VALUES
843300
57
0.1%
690400
64
0.2%
663600
54
0.1%
652900
2
<0.1%
617900
41
0.1%
441000
7
<0.1%
310800
2
<0.1%
306100
14
<0.1%
284700
1
<0.1%
233400
6
<0.1%
211600
8
<0.1%
210300
124
0.3%
208300
34
<0.1%
205600
38
<0.1%
197600
5
<0.1%
kw_max_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_min_min
-0.86
timedelta
-0.64
kw_avg_max
0.56
kw_avg_avg
0.23
kw_min_avg
0.16
n_tokens_title
0.12
global_rate_positive_words
-0.11
kw_avg_min
-0.11
kw_max_avg
0.09
rate_positive_words
-0.09
global_sentiment_polarity
-0.08
LDA_02
0.07
kw_min_max
0.07
n_tokens_content
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.08
data_channel_is_lifestyle
0.05
data_channel_is_socmed
0.04
data_channel_is_tech
0.03
data_channel_is_entertainment
0.03
data_channel_is_bus
0.02
num_keywords
0.02
weekday_is_saturday
0.02
is_weekend
0.01
weekday_is_wednesday
0.01
weekday_is_tuesday
0.01
weekday_is_monday
0.01
weekday_is_thursday
0.00
weekday_is_friday
0.00
MOST FREQUENT VALUES
843300
30,204
76.2%
690400
3,986
10.1%
617900
2,263
5.7%
69100
1,265
3.2%
51900
829
2.1%
80400
401
1.0%
39400
149
0.4%
28000
131
0.3%
37400
122
0.3%
17100
101
0.3%
0
79
0.2%
227300
72
0.2%
306100
8
<0.1%
104100
5
<0.1%
663600
4
<0.1%
SMALLEST VALUES
0
79
0.2%
11100
1
<0.1%
15000
1
<0.1%
17100
101
0.3%
18200
1
<0.1%
27700
1
<0.1%
28000
131
0.3%
35800
1
<0.1%
37400
122
0.3%
39400
149
0.4%
41600
1
<0.1%
51900
829
2.1%
53100
1
<0.1%
57600
1
<0.1%
67500
2
<0.1%
LARGEST VALUES
843300
30,204
76.2%
690400
3,986
10.1%
663600
4
<0.1%
617900
2,263
5.7%
441000
2
<0.1%
310800
2
<0.1%
306100
8
<0.1%
233400
1
<0.1%
227300
72
0.2%
210300
1
<0.1%
208300
1
<0.1%
139600
1
<0.1%
118700
2
<0.1%
111300
1
<0.1%
104100
5
<0.1%
kw_avg_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_max_max
0.56
kw_min_min
-0.50
timedelta
-0.49
kw_avg_avg
0.43
kw_min_max
0.41
kw_min_avg
0.41
LDA_03
0.30
LDA_04
-0.23
average_token_length
-0.16
rate_positive_words
-0.15
kw_max_avg
0.14
num_videos
0.14
kw_avg_min
-0.13
LDA_02
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.36
data_channel_is_bus
0.18
data_channel_is_tech
0.16
data_channel_is_lifestyle
0.13
data_channel_is_world
0.12
data_channel_is_socmed
0.06
data_channel_is_entertainment
0.05
is_weekend
0.03
weekday_is_sunday
0.03
weekday_is_saturday
0.01
weekday_is_tuesday
0.01
weekday_is_thursday
0.01
weekday_is_wednesday
0.01
weekday_is_friday
0.00
MOST FREQUENT VALUES
0.0
79
0.2%
843300.0
57
0.1%
406425.0
46
0.1%
384225.0
44
0.1%
483900.0
40
0.1%
534200.0
37
<0.1%
559366.6667
30
<0.1%
383800.0
29
<0.1%
741366.6667
26
<0.1%
350800.0
26
<0.1%
498200.0
24
<0.1%
551300.0
23
<0.1%
305840.0
22
<0.1%
309440.0
21
<0.1%
266150.0
21
<0.1%
SMALLEST VALUES
0.0
79
0.2%
2240.0
1
<0.1%
2300.0
1
<0.1%
2437.2
1
<0.1%
2801.25
1
<0.1%
2914.285714
1
<0.1%
3015.714286
1
<0.1%
3110.0
1
<0.1%
3120.0
1
<0.1%
3210.0
1
<0.1%
3228.571429
1
<0.1%
3246.428571
1
<0.1%
3275.0
1
<0.1%
3383.333333
1
<0.1%
3460.0
1
<0.1%
LARGEST VALUES
843300.0
57
0.1%
805733.3333
1
<0.1%
798220.0
9
<0.1%
786950.0
1
<0.1%
780250.0
1
<0.1%
768166.6667
1
<0.1%
767414.2857
1
<0.1%
766850.0
11
<0.1%
762840.0
3
<0.1%
760150.0
2
<0.1%
753450.0
4
<0.1%
751560.0
2
<0.1%
742725.0
1
<0.1%
741366.6667
26
<0.1%
736800.0
1
<0.1%
kw_min_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_avg
0.45
kw_avg_max
0.41
kw_min_max
0.35
LDA_03
0.18
kw_max_max
0.16
timedelta
-0.16
kw_min_min
-0.14
LDA_02
-0.13
kw_max_avg
0.09
num_imgs
0.08
average_token_length
-0.08
rate_positive_words
-0.06
num_hrefs
0.06
num_videos
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.30
data_channel_is_world
0.13
data_channel_is_tech
0.05
data_channel_is_socmed
0.04
is_weekend
0.04
weekday_is_saturday
0.03
weekday_is_sunday
0.03
weekday_is_monday
0.02
data_channel_is_lifestyle
0.01
weekday_is_wednesday
0.01
weekday_is_thursday
0.01
data_channel_is_entertainment
0.01
data_channel_is_bus
0.00
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
17,102
43.1%
1100.0
154
0.4%
1200.0
133
0.3%
1300.0
123
0.3%
1400.0
110
0.3%
1500.0
99
0.2%
1600.0
85
0.2%
1700.0
68
0.2%
1000.0
68
0.2%
1900.0
65
0.2%
1800.0
58
0.1%
2000.0
53
0.1%
2200.0
34
<0.1%
2100.0
26
<0.1%
2300.0
25
<0.1%
SMALLEST VALUES
-1.0
6
<0.1%
0.0
17,102
43.1%
41.0
3
<0.1%
47.0
1
<0.1%
82.0
1
<0.1%
88.0
2
<0.1%
91.0
1
<0.1%
92.0
2
<0.1%
95.0
1
<0.1%
118.5
1
<0.1%
127.0
1
<0.1%
129.0
1
<0.1%
134.0
1
<0.1%
135.0
1
<0.1%
138.0
1
<0.1%
LARGEST VALUES
3613.03982
1
<0.1%
3610.124972
2
<0.1%
3609.718376
2
<0.1%
3608.693473
1
<0.1%
3607.114624
4
<0.1%
3602.624555
1
<0.1%
3602.059688
1
<0.1%
3601.159648
4
<0.1%
3599.869342
1
<0.1%
3599.782972
1
<0.1%
3594.627004
2
<0.1%
3594.06409
2
<0.1%
3591.895657
2
<0.1%
3591.848197
1
<0.1%
3591.844668
1
<0.1%
kw_max_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_avg
0.81
kw_max_min
0.59
kw_avg_min
0.55
LDA_03
0.20
self_reference_max_shares
0.19
self_reference_avg_sharess
0.16
kw_avg_max
0.14
LDA_02
-0.10
kw_min_avg
0.09
kw_max_max
0.09
LDA_04
-0.09
self_reference_min_shares
0.08
kw_min_min
-0.07
num_hrefs
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_keywords
0.12
data_channel_is_tech
0.08
data_channel_is_world
0.08
data_channel_is_lifestyle
0.04
data_channel_is_bus
0.03
is_weekend
0.02
weekday_is_saturday
0.01
weekday_is_sunday
0.01
data_channel_is_socmed
0.01
weekday_is_monday
0.01
weekday_is_wednesday
0.01
weekday_is_tuesday
0.01
weekday_is_friday
0.00
data_channel_is_entertainment
0.00
MOST FREQUENT VALUES
0.0
79
0.2%
3517.727146
44
0.1%
3483.305109
44
0.1%
3445.03399
41
0.1%
3399.331393
36
<0.1%
3396.691809
36
<0.1%
3449.834774
34
<0.1%
3572.013501
34
<0.1%
3483.53814
34
<0.1%
3447.585836
33
<0.1%
3443.120085
33
<0.1%
3567.760761
33
<0.1%
3449.327025
33
<0.1%
4600.0
33
<0.1%
3387.960559
33
<0.1%
SMALLEST VALUES
0.0
79
0.2%
1953.144444
26
<0.1%
1968.631579
1
<0.1%
2011.392857
4
<0.1%
2019.346154
4
<0.1%
2082.425
9
<0.1%
2102.771429
1
<0.1%
2153.666667
1
<0.1%
2154.6
2
<0.1%
2193.25
1
<0.1%
2194.710425
9
<0.1%
2223.633333
3
<0.1%
2239.333333
3
<0.1%
2240.536313
27
<0.1%
2248.8
1
<0.1%
LARGEST VALUES
298400.0
2
<0.1%
237966.6667
1
<0.1%
178675.0
1
<0.1%
171030.25
1
<0.1%
164725.0
1
<0.1%
158900.0
1
<0.1%
145720.0
1
<0.1%
139600.0
1
<0.1%
139204.2
1
<0.1%
138700.0
1
<0.1%
136220.0
1
<0.1%
135124.6
1
<0.1%
128500.0
1
<0.1%
121942.8571
1
<0.1%
121633.3333
1
<0.1%
kw_avg_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_max_avg
0.81
kw_min_avg
0.45
LDA_03
0.44
kw_avg_max
0.43
kw_max_min
0.41
kw_avg_min
0.38
LDA_02
-0.27
kw_max_max
0.23
kw_min_min
-0.18
self_reference_max_shares
0.18
kw_min_max
0.17
self_reference_avg_sharess
0.17
timedelta
-0.16
LDA_04
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.24
data_channel_is_tech
0.14
data_channel_is_bus
0.06
data_channel_is_lifestyle
0.05
is_weekend
0.04
num_keywords
0.04
weekday_is_saturday
0.03
weekday_is_sunday
0.03
weekday_is_monday
0.02
data_channel_is_socmed
0.02
weekday_is_wednesday
0.01
data_channel_is_entertainment
0.01
weekday_is_thursday
0.00
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
79
0.2%
2688.989334
8
<0.1%
4109.953795
4
<0.1%
3941.365969
4
<0.1%
2902.801465
4
<0.1%
2167.22724
4
<0.1%
2528.967137
3
<0.1%
4053.820694
3
<0.1%
3434.604577
3
<0.1%
2814.360326
3
<0.1%
2722.11433
3
<0.1%
2913.271052
3
<0.1%
2587.239981
3
<0.1%
2708.982042
3
<0.1%
4259.228195
3
<0.1%
SMALLEST VALUES
0.0
79
0.2%
424.3444444
1
<0.1%
488.9823135
1
<0.1%
503.3544444
1
<0.1%
512.0555556
1
<0.1%
534.6074074
1
<0.1%
542.0410431
1
<0.1%
580.3444444
1
<0.1%
641.5288889
1
<0.1%
643.4696145
1
<0.1%
649.6074074
1
<0.1%
675.1706673
1
<0.1%
693.1419816
1
<0.1%
707.2407407
1
<0.1%
713.9192308
1
<0.1%
LARGEST VALUES
43567.65995
1
<0.1%
37607.52165
1
<0.1%
36717.23311
1
<0.1%
36023.42452
1
<0.1%
33952.81755
1
<0.1%
33536.092
1
<0.1%
32523.99736
1
<0.1%
29240.81791
1
<0.1%
27391.5984
1
<0.1%
24260.45168
1
<0.1%
21081.74885
1
<0.1%
21000.65131
1
<0.1%
20753.50465
1
<0.1%
20377.63843
1
<0.1%
20309.68874
1
<0.1%
self_reference_min_shares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
self_reference_avg_sharess
0.82
self_reference_max_shares
0.48
kw_avg_avg
0.10
kw_max_avg
0.08
global_subjectivity
0.06
shares
0.06
kw_avg_max
0.05
max_negative_polarity
-0.05
avg_negative_polarity
-0.04
LDA_02
-0.04
LDA_03
0.04
kw_min_avg
0.04
avg_positive_polarity
0.03
kw_max_max
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.03
data_channel_is_entertainment
0.03
num_keywords
0.02
data_channel_is_socmed
0.02
data_channel_is_tech
0.01
data_channel_is_bus
0.01
data_channel_is_lifestyle
0.01
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
weekday_is_monday
0.00
weekday_is_friday
0.00
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
7,174
18.1%
1100.0
1,727
4.4%
1300.0
1,362
3.4%
1200.0
1,349
3.4%
1400.0
1,106
2.8%
1500.0
973
2.5%
1000.0
878
2.2%
1600.0
827
2.1%
1700.0
711
1.8%
1900.0
669
1.7%
2000.0
656
1.7%
1800.0
621
1.6%
2200.0
522
1.3%
2100.0
477
1.2%
2500.0
422
1.1%
SMALLEST VALUES
0.0
7,174
18.1%
1.0
5
<0.1%
1.59
10
<0.1%
2.0
2
<0.1%
3.0
4
<0.1%
4.0
2
<0.1%
5.0
3
<0.1%
7.0
1
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
12.0
3
<0.1%
14.0
1
<0.1%
15.0
6
<0.1%
16.0
1
<0.1%
18.0
1
<0.1%
LARGEST VALUES
843300.0
1
<0.1%
690400.0
7
<0.1%
663600.0
14
<0.1%
652900.0
1
<0.1%
617900.0
2
<0.1%
298400.0
2
<0.1%
233400.0
2
<0.1%
210300.0
4
<0.1%
208300.0
3
<0.1%
196700.0
4
<0.1%
158900.0
4
<0.1%
144900.0
1
<0.1%
143100.0
7
<0.1%
139500.0
1
<0.1%
138700.0
3
<0.1%
self_reference_max_shares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
self_reference_avg_sharess
0.85
self_reference_min_shares
0.48
kw_max_avg
0.19
kw_avg_avg
0.18
num_self_hrefs
0.13
kw_avg_max
0.09
num_hrefs
0.08
num_videos
0.08
global_subjectivity
0.06
avg_negative_polarity
-0.05
kw_min_avg
0.05
shares
0.05
min_negative_polarity
-0.05
kw_max_max
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.05
data_channel_is_socmed
0.03
num_keywords
0.02
data_channel_is_tech
0.02
data_channel_is_entertainment
0.02
data_channel_is_lifestyle
0.01
weekday_is_friday
0.00
weekday_is_monday
0.00
weekday_is_thursday
0.00
data_channel_is_bus
0.00
weekday_is_sunday
0.00
weekday_is_saturday
0.00
weekday_is_wednesday
0.00
is_weekend
0.00
MOST FREQUENT VALUES
0.0
7,175
18.1%
1200.0
766
1.9%
1100.0
748
1.9%
1300.0
737
1.9%
1500.0
697
1.8%
1400.0
683
1.7%
1900.0
681
1.7%
1600.0
589
1.5%
2000.0
578
1.5%
1800.0
555
1.4%
1700.0
553
1.4%
2700.0
513
1.3%
2500.0
507
1.3%
2200.0
505
1.3%
2100.0
433
1.1%
SMALLEST VALUES
0.0
7,175
18.1%
1.59
3
<0.1%
4.0
2
<0.1%
9.0
1
<0.1%
24.0
1
<0.1%
36.0
1
<0.1%
38.0
1
<0.1%
40.0
1
<0.1%
43.0
1
<0.1%
65.0
1
<0.1%
70.0
1
<0.1%
85.0
1
<0.1%
91.0
1
<0.1%
98.0
1
<0.1%
138.0
1
<0.1%
LARGEST VALUES
843300.0
7
<0.1%
837700.0
5
<0.1%
690400.0
37
<0.1%
663600.0
52
0.1%
652900.0
8
<0.1%
617900.0
5
<0.1%
441000.0
1
<0.1%
310800.0
13
<0.1%
306100.0
3
<0.1%
298400.0
10
<0.1%
233400.0
5
<0.1%
227300.0
1
<0.1%
211600.0
2
<0.1%
210300.0
12
<0.1%
208300.0
10
<0.1%
self_reference_avg_sharess
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
self_reference_max_shares
0.85
self_reference_min_shares
0.82
kw_avg_avg
0.17
kw_max_avg
0.16
kw_avg_max
0.09
global_subjectivity
0.07
shares
0.06
avg_negative_polarity
-0.05
kw_min_avg
0.05
LDA_02
-0.05
LDA_03
0.05
kw_max_max
0.05
avg_positive_polarity
0.04
max_negative_polarity
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.05
data_channel_is_entertainment
0.03
data_channel_is_socmed
0.02
num_keywords
0.02
data_channel_is_tech
0.02
weekday_is_saturday
0.01
is_weekend
0.01
data_channel_is_bus
0.00
data_channel_is_lifestyle
0.00
weekday_is_friday
0.00
weekday_is_wednesday
0.00
weekday_is_sunday
0.00
weekday_is_monday
0.00
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
7,174
18.1%
1200.0
570
1.4%
1300.0
557
1.4%
1100.0
540
1.4%
1400.0
481
1.2%
1500.0
476
1.2%
1600.0
424
1.1%
1700.0
404
1.0%
2000.0
402
1.0%
1900.0
372
0.9%
1800.0
369
0.9%
2200.0
337
0.9%
2500.0
336
0.8%
2100.0
319
0.8%
2700.0
314
0.8%
SMALLEST VALUES
0.0
7,174
18.1%
1.59
3
<0.1%
4.0
2
<0.1%
9.0
1
<0.1%
24.0
1
<0.1%
36.0
1
<0.1%
38.0
1
<0.1%
40.0
1
<0.1%
43.0
1
<0.1%
65.0
1
<0.1%
70.0
1
<0.1%
85.0
1
<0.1%
91.0
1
<0.1%
98.0
1
<0.1%
138.0
1
<0.1%
LARGEST VALUES
843300.0
1
<0.1%
690400.0
7
<0.1%
663600.0
14
<0.1%
652900.0
1
<0.1%
617900.0
2
<0.1%
466400.0
1
<0.1%
462933.3333
1
<0.1%
446566.6667
1
<0.1%
445466.6667
1
<0.1%
442966.6667
1
<0.1%
423100.0
1
<0.1%
422750.0
1
<0.1%
401450.0
2
<0.1%
356950.0
1
<0.1%
351400.0
1
<0.1%
weekday_is_monday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,983
83%
3,345
1
6,661
17%
3,647
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_monday
PROVIDES INFORMATION ON...
weekday_is_wednesday
0.08
weekday_is_tuesday
0.08
weekday_is_thursday
0.08
weekday_is_friday
0.07
is_weekend
0.07
weekday_is_sunday
0.05
weekday_is_saturday
0.05
data_channel_is_entertainment
0.00
data_channel_is_socmed
0.00
data_channel_is_bus
0.00
num_keywords
0.00
data_channel_is_lifestyle
0.00
data_channel_is_world
0.00
data_channel_is_tech
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_monday:
weekday_is_wednesday
0.09
weekday_is_tuesday
0.08
weekday_is_thursday
0.08
weekday_is_friday
0.06
is_weekend
0.06
weekday_is_sunday
0.03
weekday_is_saturday
0.03
num_keywords
0.00
data_channel_is_entertainment
0.00
data_channel_is_bus
0.00
data_channel_is_socmed
0.00
data_channel_is_world
0.00
data_channel_is_lifestyle
0.00
data_channel_is_tech
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_monday
CORRELATION RATIO WITH...
LDA_01
0.02
kw_avg_avg
0.02
kw_min_avg
0.02
LDA_02
0.02
kw_min_max
0.01
num_self_hrefs
0.01
abs_title_sentiment_polarity
0.01
kw_max_min
0.01
title_sentiment_polarity
0.01
global_sentiment_polarity
0.01
shares
0.01
title_subjectivity
0.01
num_videos
0.01
global_rate_negative_words
0.01
weekday_is_tuesday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,254
81%
3,440
1
7,390
19%
3,203
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_tuesday
PROVIDES INFORMATION ON...
weekday_is_wednesday
0.09
weekday_is_thursday
0.09
weekday_is_monday
0.08
weekday_is_friday
0.08
is_weekend
0.08
weekday_is_sunday
0.06
weekday_is_saturday
0.06
data_channel_is_lifestyle
0.00
data_channel_is_tech
0.00
num_keywords
0.00
data_channel_is_socmed
0.00
data_channel_is_entertainment
0.00
data_channel_is_world
0.00
data_channel_is_bus
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_tuesday:
weekday_is_wednesday
0.09
weekday_is_thursday
0.09
weekday_is_monday
0.08
weekday_is_friday
0.07
is_weekend
0.06
weekday_is_sunday
0.03
weekday_is_saturday
0.03
num_keywords
0.00
data_channel_is_tech
0.00
data_channel_is_lifestyle
0.00
data_channel_is_socmed
0.00
data_channel_is_entertainment
0.00
data_channel_is_world
0.00
data_channel_is_bus
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_tuesday
CORRELATION RATIO WITH...
LDA_04
0.02
avg_positive_polarity
0.01
rate_negative_words
0.01
min_negative_polarity
0.01
global_rate_negative_words
0.01
abs_title_subjectivity
0.01
avg_negative_polarity
0.01
LDA_01
0.01
num_hrefs
0.01
rate_positive_words
0.01
n_unique_tokens
0.01
n_non_stop_unique_tokens
0.01
n_non_stop_words
0.01
kw_min_min
0.01
weekday_is_wednesday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,209
81%
3,417
1
7,435
19%
3,303
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_wednesday
PROVIDES INFORMATION ON...
weekday_is_tuesday
0.09
weekday_is_thursday
0.09
weekday_is_monday
0.09
weekday_is_friday
0.08
is_weekend
0.08
weekday_is_sunday
0.06
weekday_is_saturday
0.06
data_channel_is_bus
0.00
num_keywords
0.00
data_channel_is_socmed
0.00
data_channel_is_tech
0.00
data_channel_is_entertainment
0.00
data_channel_is_lifestyle
0.00
data_channel_is_world
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_wednesday:
weekday_is_tuesday
0.09
weekday_is_thursday
0.09
weekday_is_monday
0.08
weekday_is_friday
0.07
is_weekend
0.06
weekday_is_sunday
0.03
weekday_is_saturday
0.03
num_keywords
0.00
data_channel_is_bus
0.00
data_channel_is_tech
0.00
data_channel_is_socmed
0.00
data_channel_is_entertainment
0.00
data_channel_is_world
0.00
data_channel_is_lifestyle
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_wednesday
CORRELATION RATIO WITH...
num_hrefs
0.03
num_imgs
0.02
num_self_hrefs
0.02
n_tokens_content
0.02
global_rate_negative_words
0.02
kw_avg_avg
0.01
title_sentiment_polarity
0.01
LDA_03
0.01
LDA_00
0.01
min_negative_polarity
0.01
abs_title_sentiment_polarity
0.01
max_positive_polarity
0.01
rate_negative_words
0.01
kw_max_max
0.01
weekday_is_thursday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
32,377
82%
3,444
1
7,267
18%
3,179
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_thursday
PROVIDES INFORMATION ON...
weekday_is_wednesday
0.09
weekday_is_tuesday
0.09
weekday_is_monday
0.08
weekday_is_friday
0.08
is_weekend
0.07
weekday_is_sunday
0.06
weekday_is_saturday
0.06
data_channel_is_bus
0.00
data_channel_is_socmed
0.00
data_channel_is_lifestyle
0.00
data_channel_is_entertainment
0.00
num_keywords
0.00
data_channel_is_tech
0.00
data_channel_is_world
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_thursday:
weekday_is_wednesday
0.09
weekday_is_tuesday
0.09
weekday_is_monday
0.08
weekday_is_friday
0.07
is_weekend
0.06
weekday_is_sunday
0.03
weekday_is_saturday
0.03
num_keywords
0.00
data_channel_is_bus
0.00
data_channel_is_entertainment
0.00
data_channel_is_socmed
0.00
data_channel_is_lifestyle
0.00
data_channel_is_tech
0.00
data_channel_is_world
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_thursday
CORRELATION RATIO WITH...
LDA_00
0.02
n_tokens_title
0.02
num_self_hrefs
0.01
num_hrefs
0.01
max_positive_polarity
0.01
avg_negative_polarity
0.01
shares
0.01
kw_min_avg
0.01
LDA_01
0.01
kw_avg_max
0.01
min_negative_polarity
0.01
avg_positive_polarity
0.01
n_tokens_content
0.01
LDA_03
0.01
weekday_is_friday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
33,943
86%
3,414
1
5,701
14%
3,285
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_friday
PROVIDES INFORMATION ON...
weekday_is_wednesday
0.07
weekday_is_tuesday
0.07
weekday_is_thursday
0.07
weekday_is_monday
0.06
is_weekend
0.06
weekday_is_sunday
0.04
weekday_is_saturday
0.04
data_channel_is_world
0.00
data_channel_is_bus
0.00
data_channel_is_tech
0.00
data_channel_is_entertainment
0.00
num_keywords
0.00
data_channel_is_lifestyle
0.00
data_channel_is_socmed
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_friday:
weekday_is_wednesday
0.08
weekday_is_tuesday
0.08
weekday_is_thursday
0.08
weekday_is_monday
0.07
is_weekend
0.05
weekday_is_sunday
0.03
weekday_is_saturday
0.02
data_channel_is_world
0.00
num_keywords
0.00
data_channel_is_bus
0.00
data_channel_is_tech
0.00
data_channel_is_entertainment
0.00
data_channel_is_lifestyle
0.00
data_channel_is_socmed
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_friday
CORRELATION RATIO WITH...
num_self_hrefs
0.02
rate_negative_words
0.02
LDA_02
0.02
n_tokens_content
0.02
LDA_00
0.02
global_rate_positive_words
0.02
global_sentiment_polarity
0.01
rate_positive_words
0.01
min_positive_polarity
0.01
global_rate_negative_words
0.01
max_negative_polarity
0.01
LDA_03
0.01
LDA_04
0.01
max_positive_polarity
0.01
weekday_is_saturday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
37,191
94%
3,350
1
2,453
6%
4,078
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_saturday
PROVIDES INFORMATION ON...
is_weekend
0.36
weekday_is_wednesday
0.03
weekday_is_tuesday
0.03
weekday_is_thursday
0.03
weekday_is_monday
0.03
weekday_is_friday
0.02
weekday_is_sunday
0.02
data_channel_is_bus
0.00
data_channel_is_lifestyle
0.00
num_keywords
0.00
data_channel_is_socmed
0.00
data_channel_is_tech
0.00
data_channel_is_entertainment
0.00
data_channel_is_world
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_saturday:
is_weekend
0.61
weekday_is_wednesday
0.06
weekday_is_tuesday
0.06
weekday_is_thursday
0.06
weekday_is_monday
0.05
weekday_is_friday
0.04
weekday_is_sunday
0.02
num_keywords
0.01
data_channel_is_bus
0.00
data_channel_is_lifestyle
0.00
data_channel_is_tech
0.00
data_channel_is_entertainment
0.00
data_channel_is_socmed
0.00
data_channel_is_world
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_saturday
CORRELATION RATIO WITH...
num_hrefs
0.05
num_self_hrefs
0.04
n_tokens_content
0.03
kw_min_avg
0.03
kw_avg_avg
0.03
min_negative_polarity
0.03
num_imgs
0.03
max_positive_polarity
0.03
title_sentiment_polarity
0.03
global_rate_positive_words
0.02
abs_title_subjectivity
0.02
LDA_00
0.02
min_positive_polarity
0.02
kw_max_max
0.02
weekday_is_sunday
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
36,907
93%
3,369
1
2,737
7%
3,747
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday_is_sunday
PROVIDES INFORMATION ON...
is_weekend
0.41
weekday_is_wednesday
0.03
weekday_is_tuesday
0.03
weekday_is_thursday
0.03
weekday_is_monday
0.03
weekday_is_friday
0.03
weekday_is_saturday
0.02
data_channel_is_lifestyle
0.00
num_keywords
0.00
data_channel_is_tech
0.00
data_channel_is_bus
0.00
data_channel_is_socmed
0.00
data_channel_is_entertainment
0.00
data_channel_is_world
0.00

THESE FEATURES
GIVE INFORMATION
ON weekday_is_sunday:
is_weekend
0.64
weekday_is_wednesday
0.06
weekday_is_tuesday
0.06
weekday_is_thursday
0.06
weekday_is_monday
0.05
weekday_is_friday
0.04
weekday_is_saturday
0.02
num_keywords
0.01
data_channel_is_tech
0.00
data_channel_is_lifestyle
0.00
data_channel_is_bus
0.00
data_channel_is_entertainment
0.00
data_channel_is_socmed
0.00
data_channel_is_world
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday_is_sunday
CORRELATION RATIO WITH...
num_hrefs
0.04
num_imgs
0.04
n_tokens_content
0.04
LDA_03
0.03
abs_title_sentiment_polarity
0.03
kw_avg_avg
0.03
kw_avg_max
0.03
abs_title_subjectivity
0.03
kw_min_avg
0.03
max_positive_polarity
0.03
avg_positive_polarity
0.03
global_rate_positive_words
0.02
title_subjectivity
0.02
min_negative_polarity
0.02
is_weekend
MISSING:
---
TOP CATEGORIES
shares
(avg)
0
34,454
87%
3,319
1
5,190
13%
3,903
ALL
39,644
100%
3,395
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_weekend
PROVIDES INFORMATION ON...
weekday_is_sunday
0.64
weekday_is_saturday
0.61
weekday_is_wednesday
0.06
weekday_is_tuesday
0.06
weekday_is_thursday
0.06
weekday_is_monday
0.06
weekday_is_friday
0.05
data_channel_is_lifestyle
0.00
data_channel_is_bus
0.00
num_keywords
0.00
data_channel_is_tech
0.00
data_channel_is_socmed
0.00
data_channel_is_world
0.00
data_channel_is_entertainment
0.00

THESE FEATURES
GIVE INFORMATION
ON is_weekend:
weekday_is_sunday
0.41
weekday_is_saturday
0.36
weekday_is_wednesday
0.08
weekday_is_tuesday
0.08
weekday_is_thursday
0.07
weekday_is_monday
0.07
weekday_is_friday
0.06
num_keywords
0.01
data_channel_is_bus
0.00
data_channel_is_lifestyle
0.00
data_channel_is_tech
0.00
data_channel_is_socmed
0.00
data_channel_is_world
0.00
data_channel_is_entertainment
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_weekend
CORRELATION RATIO WITH...
num_hrefs
0.07
num_imgs
0.05
n_tokens_content
0.05
num_self_hrefs
0.05
kw_avg_avg
0.04
kw_min_avg
0.04
min_negative_polarity
0.04
max_positive_polarity
0.04
abs_title_sentiment_polarity
0.04
abs_title_subjectivity
0.04
global_rate_positive_words
0.03
title_sentiment_polarity
0.03
kw_avg_max
0.03
LDA_00
0.03
LDA_00
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDA_03
-0.27
LDA_02
-0.26
LDA_04
-0.24
LDA_01
-0.18
rate_positive_words
0.16
num_imgs
-0.15
global_rate_positive_words
0.15
kw_avg_max
0.12
rate_negative_words
-0.11
global_sentiment_polarity
0.11
min_positive_polarity
-0.10
timedelta
0.08
average_token_length
0.08
global_rate_negative_words
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_bus
0.77
data_channel_is_world
0.23
data_channel_is_entertainment
0.21
data_channel_is_tech
0.20
data_channel_is_socmed
0.20
num_keywords
0.19
is_weekend
0.03
weekday_is_saturday
0.02
weekday_is_sunday
0.02
weekday_is_thursday
0.02
weekday_is_friday
0.02
weekday_is_wednesday
0.01
weekday_is_monday
0.01
data_channel_is_lifestyle
0.01
MOST FREQUENT VALUES
0.066668203
59
0.1%
0.2
51
0.1%
0.050003119
47
0.1%
0.066666968
45
0.1%
0.050003334
42
0.1%
0.050004723
38
<0.1%
0.050000201
36
<0.1%
0.733333137
31
<0.1%
0.050003335
31
<0.1%
0.839999897
30
<0.1%
0.040004086
28
<0.1%
0.040001632
25
<0.1%
0.050003423
25
<0.1%
0.050001627
25
<0.1%
0.050003336
22
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.018181972
1
<0.1%
0.01818265
1
<0.1%
0.018182736
1
<0.1%
0.018182888
1
<0.1%
0.018183309
1
<0.1%
0.018183928
1
<0.1%
0.01819067
1
<0.1%
0.018192508
1
<0.1%
0.01819888
1
<0.1%
0.018200206
1
<0.1%
0.01823743
1
<0.1%
0.018271731
1
<0.1%
0.018272279
1
<0.1%
0.018278855
1
<0.1%
LARGEST VALUES
0.926994384
1
<0.1%
0.919999635
19
<0.1%
0.919999361
1
<0.1%
0.91999936
1
<0.1%
0.919999254
1
<0.1%
0.91999749
1
<0.1%
0.919996977
1
<0.1%
0.919994985
1
<0.1%
0.919990464
1
<0.1%
0.919988152
1
<0.1%
0.919988012
1
<0.1%
0.919983735
1
<0.1%
0.91998297
1
<0.1%
0.919981254
1
<0.1%
0.919980978
1
<0.1%
LDA_01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDA_04
-0.25
LDA_02
-0.23
LDA_00
-0.18
LDA_03
-0.12
avg_negative_polarity
-0.10
global_rate_negative_words
0.10
kw_avg_max
-0.08
abs_title_subjectivity
-0.07
n_tokens_title
0.06
global_rate_positive_words
0.06
min_negative_polarity
-0.06
title_subjectivity
0.05
num_hrefs
-0.05
global_subjectivity
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.60
data_channel_is_world
0.21
data_channel_is_tech
0.17
data_channel_is_bus
0.13
data_channel_is_lifestyle
0.08
data_channel_is_socmed
0.07
num_keywords
0.06
weekday_is_monday
0.02
weekday_is_sunday
0.02
is_weekend
0.01
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_thursday
0.01
weekday_is_friday
0.01
MOST FREQUENT VALUES
0.066666757
59
0.1%
0.2
51
0.1%
0.066666716
45
0.1%
0.050000047
43
0.1%
0.040000052
35
<0.1%
0.066666785
30
<0.1%
0.050000054
29
<0.1%
0.04000004
25
<0.1%
0.050000093
20
<0.1%
0.020000119
20
<0.1%
0.050000692
17
<0.1%
0.050004294
17
<0.1%
0.050000041
16
<0.1%
0.025000845
16
<0.1%
0.040000054
15
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.018181952
1
<0.1%
0.018182073
1
<0.1%
0.018183269
1
<0.1%
0.01818334
1
<0.1%
0.018185438
1
<0.1%
0.018189092
1
<0.1%
0.018190209
1
<0.1%
0.018190596
1
<0.1%
0.018191839
1
<0.1%
0.018192176
1
<0.1%
0.018192721
1
<0.1%
0.018194233
1
<0.1%
0.018195862
1
<0.1%
0.018197421
1
<0.1%
LARGEST VALUES
0.925946986
1
<0.1%
0.919976151
1
<0.1%
0.91997597
1
<0.1%
0.91997552
1
<0.1%
0.919974863
1
<0.1%
0.919973759
1
<0.1%
0.919971469
1
<0.1%
0.919967355
1
<0.1%
0.919964254
1
<0.1%
0.919956576
1
<0.1%
0.919942048
1
<0.1%
0.919940819
1
<0.1%
0.919939102
1
<0.1%
0.919936236
1
<0.1%
0.919935099
1
<0.1%
LDA_02
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDA_03
-0.33
kw_avg_avg
-0.27
LDA_00
-0.26
LDA_01
-0.23
LDA_04
-0.23
global_rate_positive_words
-0.23
global_sentiment_polarity
-0.22
rate_negative_words
0.19
global_subjectivity
-0.18
timedelta
-0.14
rate_positive_words
-0.14
avg_positive_polarity
-0.14
kw_min_avg
-0.13
kw_avg_max
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.84
data_channel_is_entertainment
0.21
data_channel_is_bus
0.21
data_channel_is_tech
0.18
data_channel_is_lifestyle
0.12
num_keywords
0.03
weekday_is_friday
0.02
data_channel_is_socmed
0.02
weekday_is_monday
0.02
weekday_is_sunday
0.01
is_weekend
0.01
weekday_is_saturday
0.00
weekday_is_thursday
0.00
weekday_is_wednesday
0.00
MOST FREQUENT VALUES
0.733324186
58
0.1%
0.2
51
0.1%
0.733325426
40
0.1%
0.040000024
37
<0.1%
0.799996123
36
<0.1%
0.066666716
32
<0.1%
0.839996218
25
<0.1%
0.799994728
24
<0.1%
0.066666711
22
<0.1%
0.066666851
20
<0.1%
0.020000191
20
<0.1%
0.799994794
18
<0.1%
0.050000412
16
<0.1%
0.799996139
15
<0.1%
0.033333405
15
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.018181919
1
<0.1%
0.018181954
1
<0.1%
0.018182011
1
<0.1%
0.01818228
1
<0.1%
0.018182585
1
<0.1%
0.018183476
1
<0.1%
0.018185813
1
<0.1%
0.018188352
1
<0.1%
0.018188667
1
<0.1%
0.018189484
1
<0.1%
0.018190318
1
<0.1%
0.018190347
1
<0.1%
0.018190358
1
<0.1%
0.018191965
1
<0.1%
LARGEST VALUES
0.919999089
1
<0.1%
0.919999001
1
<0.1%
0.919998986
1
<0.1%
0.919998901
1
<0.1%
0.919998892
1
<0.1%
0.919998891
1
<0.1%
0.91999888
1
<0.1%
0.91999887
5
<0.1%
0.919998845
1
<0.1%
0.919998828
1
<0.1%
0.919998814
1
<0.1%
0.919998794
1
<0.1%
0.919998759
1
<0.1%
0.919998756
1
<0.1%
0.919998623
1
<0.1%
LDA_03
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
kw_avg_avg
0.44
LDA_04
-0.36
LDA_02
-0.33
kw_avg_max
0.30
LDA_00
-0.27
num_videos
0.27
num_imgs
0.21
kw_max_avg
0.20
average_token_length
-0.18
kw_min_avg
0.18
rate_positive_words
-0.17
n_tokens_content
-0.14
title_subjectivity
0.13
num_hrefs
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.27
data_channel_is_tech
0.26
data_channel_is_bus
0.23
data_channel_is_entertainment
0.21
num_keywords
0.07
data_channel_is_lifestyle
0.06
data_channel_is_socmed
0.04
weekday_is_sunday
0.03
is_weekend
0.03
weekday_is_wednesday
0.01
weekday_is_friday
0.01
weekday_is_monday
0.01
weekday_is_tuesday
0.01
weekday_is_thursday
0.01
MOST FREQUENT VALUES
0.066666689
59
0.1%
0.2
51
0.1%
0.066666943
45
0.1%
0.050000149
38
<0.1%
0.040000013
35
<0.1%
0.066666672
32
<0.1%
0.040000014
26
<0.1%
0.050000017
25
<0.1%
0.066666671
23
<0.1%
0.05000004
20
<0.1%
0.050000092
20
<0.1%
0.02000002
19
<0.1%
0.050000042
17
<0.1%
0.040000104
17
<0.1%
0.066666674
17
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.018181994
1
<0.1%
0.018182122
1
<0.1%
0.018182174
1
<0.1%
0.018182645
1
<0.1%
0.018183466
1
<0.1%
0.018183623
1
<0.1%
0.018183967
1
<0.1%
0.018187464
1
<0.1%
0.018198003
1
<0.1%
0.018200171
1
<0.1%
0.018203178
1
<0.1%
0.018204127
1
<0.1%
0.018204872
1
<0.1%
0.018207117
1
<0.1%
LARGEST VALUES
0.926533783
1
<0.1%
0.925542174
1
<0.1%
0.919983629
1
<0.1%
0.91998036
1
<0.1%
0.919978163
1
<0.1%
0.919976757
1
<0.1%
0.919976318
1
<0.1%
0.919975047
1
<0.1%
0.919971239
1
<0.1%
0.919970987
1
<0.1%
0.919970718
1
<0.1%
0.919969461
1
<0.1%
0.919967309
1
<0.1%
0.919965984
1
<0.1%
0.919958795
1
<0.1%
LDA_04
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDA_03
-0.36
LDA_01
-0.25
LDA_00
-0.24
LDA_02
-0.23
kw_avg_max
-0.23
rate_positive_words
0.17
kw_avg_avg
-0.15
global_sentiment_polarity
0.14
num_self_hrefs
0.14
num_videos
-0.13
avg_negative_polarity
0.12
rate_negative_words
-0.11
min_negative_polarity
0.10
global_rate_negative_words
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_tech
0.75
data_channel_is_entertainment
0.27
data_channel_is_lifestyle
0.25
num_keywords
0.19
data_channel_is_world
0.18
data_channel_is_bus
0.17
data_channel_is_socmed
0.07
weekday_is_sunday
0.02
weekday_is_saturday
0.02
weekday_is_tuesday
0.02
weekday_is_friday
0.01
weekday_is_wednesday
0.01
weekday_is_thursday
0.01
is_weekend
0.00
MOST FREQUENT VALUES
0.050000032
136
0.3%
0.050000027
95
0.2%
0.040000029
63
0.2%
0.050000017
55
0.1%
0.2
51
0.1%
0.066674165
43
0.1%
0.066666685
43
0.1%
0.05000004
38
<0.1%
0.05000348
37
<0.1%
0.066673947
36
<0.1%
0.040000015
35
<0.1%
0.066666691
33
<0.1%
0.040000061
30
<0.1%
0.03333341
29
<0.1%
0.040002096
26
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.018182279
1
<0.1%
0.018182413
1
<0.1%
0.018182963
1
<0.1%
0.018183015
1
<0.1%
0.018186687
1
<0.1%
0.018188059
1
<0.1%
0.018192171
1
<0.1%
0.018201265
1
<0.1%
0.018203887
1
<0.1%
0.018212964
1
<0.1%
0.018214349
1
<0.1%
0.018218975
1
<0.1%
0.018292855
1
<0.1%
0.018342927
1
<0.1%
LARGEST VALUES
0.927190809
1
<0.1%
0.927119206
1
<0.1%
0.927076315
1
<0.1%
0.927067835
1
<0.1%
0.926530616
1
<0.1%
0.926446136
1
<0.1%
0.926443345
1
<0.1%
0.919998204
1
<0.1%
0.919997245
1
<0.1%
0.919996456
1
<0.1%
0.919995535
1
<0.1%
0.919995068
1
<0.1%
0.919994305
1
<0.1%
0.919993929
1
<0.1%
0.919993227
1
<0.1%
global_subjectivity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_positive_polarity
0.63
average_token_length
0.60
max_positive_polarity
0.52
rate_positive_words
0.49
global_rate_positive_words
0.47
avg_negative_polarity
-0.44
min_negative_polarity
-0.35
global_sentiment_polarity
0.34
global_rate_negative_words
0.25
min_positive_polarity
0.24
max_negative_polarity
-0.22
num_hrefs
0.20
LDA_02
-0.18
timedelta
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.18
data_channel_is_lifestyle
0.06
data_channel_is_tech
0.05
num_keywords
0.04
data_channel_is_entertainment
0.03
data_channel_is_socmed
0.03
data_channel_is_bus
0.03
is_weekend
0.02
weekday_is_saturday
0.02
weekday_is_sunday
0.01
weekday_is_friday
0.01
weekday_is_monday
0.01
weekday_is_wednesday
0.01
weekday_is_tuesday
0.01
MOST FREQUENT VALUES
0.0
1,184
3.0%
0.5
36
<0.1%
0.45
26
<0.1%
0.516666667
25
<0.1%
0.6
24
<0.1%
0.4
24
<0.1%
0.55
24
<0.1%
0.433333333
23
<0.1%
0.475
22
<0.1%
0.366666667
21
<0.1%
0.466666667
21
<0.1%
0.3
20
<0.1%
0.525
20
<0.1%
0.533333333
19
<0.1%
0.4625
18
<0.1%
SMALLEST VALUES
0.0
1,184
3.0%
0.022222222
1
<0.1%
0.0625
1
<0.1%
0.066666667
1
<0.1%
0.089492754
1
<0.1%
0.1
4
<0.1%
0.103703704
1
<0.1%
0.108333333
1
<0.1%
0.108838384
1
<0.1%
0.1125
2
<0.1%
0.116358025
1
<0.1%
0.119614512
1
<0.1%
0.119900498
1
<0.1%
0.123020896
1
<0.1%
0.123333333
1
<0.1%
LARGEST VALUES
1.0
4
<0.1%
0.95
1
<0.1%
0.9375
1
<0.1%
0.928571429
1
<0.1%
0.922222222
1
<0.1%
0.9125
1
<0.1%
0.901851852
1
<0.1%
0.898684211
1
<0.1%
0.88
1
<0.1%
0.875
2
<0.1%
0.871428571
1
<0.1%
0.866666667
1
<0.1%
0.865763547
1
<0.1%
0.85
1
<0.1%
0.848863636
1
<0.1%
global_sentiment_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rate_positive_words
0.73
rate_negative_words
-0.65
global_rate_positive_words
0.57
avg_positive_polarity
0.50
global_rate_negative_words
-0.47
max_positive_polarity
0.43
global_subjectivity
0.34
min_negative_polarity
0.29
title_sentiment_polarity
0.24
avg_negative_polarity
0.23
LDA_02
-0.22
average_token_length
0.18
timedelta
0.16
LDA_04
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.23
data_channel_is_tech
0.13
num_keywords
0.09
data_channel_is_lifestyle
0.08
data_channel_is_bus
0.07
data_channel_is_socmed
0.07
data_channel_is_entertainment
0.04
is_weekend
0.02
weekday_is_sunday
0.02
weekday_is_saturday
0.01
weekday_is_friday
0.01
weekday_is_monday
0.01
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
MOST FREQUENT VALUES
0.0
1,197
3.0%
0.15
30
<0.1%
0.25
28
<0.1%
0.125
25
<0.1%
0.166666667
25
<0.1%
0.1
25
<0.1%
0.2
23
<0.1%
0.175
22
<0.1%
0.016666667
19
<0.1%
0.3
18
<0.1%
0.05
17
<0.1%
0.075
16
<0.1%
0.083333333
16
<0.1%
0.183333333
15
<0.1%
0.2125
15
<0.1%
SMALLEST VALUES
-0.39375
1
<0.1%
-0.380208333
1
<0.1%
-0.37765685
1
<0.1%
-0.375
1
<0.1%
-0.373930481
1
<0.1%
-0.372708333
1
<0.1%
-0.369336219
1
<0.1%
-0.364254386
1
<0.1%
-0.359469697
1
<0.1%
-0.353337428
1
<0.1%
-0.352358156
1
<0.1%
-0.351288931
1
<0.1%
-0.342857143
1
<0.1%
-0.342251667
1
<0.1%
-0.341666667
1
<0.1%
LARGEST VALUES
0.727840909
1
<0.1%
0.655
1
<0.1%
0.65
1
<0.1%
0.631746032
1
<0.1%
0.625
1
<0.1%
0.622575758
1
<0.1%
0.619230769
1
<0.1%
0.617272727
1
<0.1%
0.613888889
2
<0.1%
0.60877193
1
<0.1%
0.6
2
<0.1%
0.58
2
<0.1%
0.57797619
1
<0.1%
0.575505051
1
<0.1%
0.573737374
1
<0.1%
global_rate_positive_words
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rate_positive_words
0.63
global_sentiment_polarity
0.57
max_positive_polarity
0.47
global_subjectivity
0.47
avg_positive_polarity
0.33
rate_negative_words
-0.33
average_token_length
0.32
LDA_02
-0.23
timedelta
0.21
LDA_00
0.15
abs_title_subjectivity
-0.14
title_sentiment_polarity
0.14
n_tokens_content
0.13
avg_negative_polarity
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.25
data_channel_is_socmed
0.10
data_channel_is_tech
0.09
data_channel_is_bus
0.09
data_channel_is_lifestyle
0.06
num_keywords
0.06
is_weekend
0.03
weekday_is_sunday
0.02
data_channel_is_entertainment
0.02
weekday_is_saturday
0.02
weekday_is_friday
0.02
weekday_is_monday
0.01
weekday_is_wednesday
0.01
weekday_is_thursday
0.00
MOST FREQUENT VALUES
0.0
1,217
3.1%
0.041666667
120
0.3%
0.04
117
0.3%
0.045454545
117
0.3%
0.043478261
109
0.3%
0.038461538
105
0.3%
0.05
105
0.3%
0.035714286
104
0.3%
0.034482759
98
0.2%
0.037037037
92
0.2%
0.033333333
91
0.2%
0.047619048
91
0.2%
0.052631579
85
0.2%
0.055555556
81
0.2%
0.058823529
80
0.2%
SMALLEST VALUES
0.0
1,217
3.1%
0.002136752
1
<0.1%
0.002645503
1
<0.1%
0.002793296
2
<0.1%
0.002816901
1
<0.1%
0.002873563
2
<0.1%
0.002906977
1
<0.1%
0.003095975
1
<0.1%
0.003134796
1
<0.1%
0.003199269
1
<0.1%
0.003433055
1
<0.1%
0.003496503
1
<0.1%
0.003533569
1
<0.1%
0.003558719
1
<0.1%
0.003584229
3
<0.1%
LARGEST VALUES
0.155487805
1
<0.1%
0.152777778
1
<0.1%
0.152173913
1
<0.1%
0.136986301
1
<0.1%
0.136363636
1
<0.1%
0.135416667
1
<0.1%
0.134328358
1
<0.1%
0.133333333
1
<0.1%
0.133079848
1
<0.1%
0.132231405
1
<0.1%
0.131578947
1
<0.1%
0.131221719
1
<0.1%
0.130653266
1
<0.1%
0.128205128
1
<0.1%
0.127272727
1
<0.1%
global_rate_negative_words
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rate_negative_words
0.78
min_negative_polarity
-0.48
global_sentiment_polarity
-0.47
rate_positive_words
-0.40
avg_negative_polarity
-0.35
global_subjectivity
0.25
average_token_length
0.23
avg_positive_polarity
0.19
max_positive_polarity
0.18
num_videos
0.18
title_sentiment_polarity
-0.14
n_tokens_content
0.13
global_rate_positive_words
0.11
LDA_04
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.10
data_channel_is_tech
0.10
data_channel_is_bus
0.08
num_keywords
0.05
data_channel_is_socmed
0.02
data_channel_is_world
0.02
weekday_is_wednesday
0.02
weekday_is_friday
0.01
weekday_is_tuesday
0.01
is_weekend
0.01
weekday_is_monday
0.01
weekday_is_saturday
0.01
weekday_is_sunday
0.01
data_channel_is_lifestyle
0.01
MOST FREQUENT VALUES
0.0
2,550
6.4%
0.020408163
87
0.2%
0.019230769
84
0.2%
0.017241379
82
0.2%
0.015384615
79
0.2%
0.022222222
77
0.2%
0.018181818
77
0.2%
0.02173913
76
0.2%
0.015873016
76
0.2%
0.014492754
75
0.2%
0.018867925
73
0.2%
0.016666667
72
0.2%
0.015151515
72
0.2%
0.013333333
72
0.2%
0.01754386
70
0.2%
SMALLEST VALUES
0.0
2,550
6.4%
0.000401606
1
<0.1%
0.000418235
1
<0.1%
0.00075358
1
<0.1%
0.000966184
1
<0.1%
0.000986193
1
<0.1%
0.001022495
1
<0.1%
0.001039501
1
<0.1%
0.001071811
1
<0.1%
0.001216545
1
<0.1%
0.001324503
2
<0.1%
0.001362398
1
<0.1%
0.001373626
1
<0.1%
0.001375516
1
<0.1%
0.00137931
1
<0.1%
LARGEST VALUES
0.184931507
1
<0.1%
0.162037037
1
<0.1%
0.139830508
1
<0.1%
0.136929461
1
<0.1%
0.135294118
1
<0.1%
0.112426036
1
<0.1%
0.103030303
1
<0.1%
0.101694915
1
<0.1%
0.101123596
1
<0.1%
0.097744361
1
<0.1%
0.094117647
1
<0.1%
0.093575419
1
<0.1%
0.09215956
1
<0.1%
0.091269841
1
<0.1%
0.091036415
1
<0.1%
rate_positive_words
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
global_sentiment_polarity
0.73
global_rate_positive_words
0.63
average_token_length
0.58
rate_negative_words
-0.53
global_subjectivity
0.49
max_positive_polarity
0.45
avg_positive_polarity
0.41
global_rate_negative_words
-0.40
max_negative_polarity
-0.20
timedelta
0.20
LDA_04
0.17
LDA_03
-0.17
LDA_00
0.16
kw_avg_max
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_tech
0.16
data_channel_is_world
0.16
data_channel_is_bus
0.13
data_channel_is_socmed
0.08
num_keywords
0.05
data_channel_is_lifestyle
0.05
data_channel_is_entertainment
0.04
weekday_is_friday
0.01
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_monday
0.00
is_weekend
0.00
weekday_is_sunday
0.00
weekday_is_thursday
0.00
MOST FREQUENT VALUES
0.666666667
1,608
4.1%
1.0
1,364
3.4%
0.75
1,302
3.3%
0.0
1,217
3.1%
0.5
1,124
2.8%
0.8
1,037
2.6%
0.714285714
767
1.9%
0.833333333
751
1.9%
0.6
726
1.8%
0.857142857
584
1.5%
0.777777778
566
1.4%
0.625
546
1.4%
0.7
501
1.3%
0.571428571
477
1.2%
0.727272727
468
1.2%
SMALLEST VALUES
0.0
1,217
3.1%
0.028985507
1
<0.1%
0.044117647
1
<0.1%
0.054794521
1
<0.1%
0.059701493
1
<0.1%
0.067567568
1
<0.1%
0.069444444
1
<0.1%
0.070422535
1
<0.1%
0.077922078
1
<0.1%
0.082191781
1
<0.1%
0.083333333
1
<0.1%
0.084507042
1
<0.1%
0.086956522
1
<0.1%
0.090909091
2
<0.1%
0.094594595
1
<0.1%
LARGEST VALUES
1.0
1,364
3.4%
0.993006993
1
<0.1%
0.992805755
1
<0.1%
0.987804878
1
<0.1%
0.985714286
1
<0.1%
0.983606557
1
<0.1%
0.983050847
1
<0.1%
0.982758621
1
<0.1%
0.981818182
1
<0.1%
0.979591837
1
<0.1%
0.979166667
2
<0.1%
0.97826087
1
<0.1%
0.976744186
2
<0.1%
0.976190476
2
<0.1%
0.975609756
3
<0.1%
rate_negative_words
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
global_rate_negative_words
0.78
global_sentiment_polarity
-0.65
rate_positive_words
-0.53
min_negative_polarity
-0.45
avg_negative_polarity
-0.35
global_rate_positive_words
-0.33
average_token_length
0.32
min_positive_polarity
0.19
LDA_02
0.19
title_sentiment_polarity
-0.19
avg_positive_polarity
0.15
global_subjectivity
0.13
LDA_00
-0.11
LDA_04
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.19
data_channel_is_tech
0.11
data_channel_is_bus
0.08
num_keywords
0.08
data_channel_is_socmed
0.06
data_channel_is_entertainment
0.05
data_channel_is_lifestyle
0.03
weekday_is_friday
0.02
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_monday
0.01
weekday_is_saturday
0.01
weekday_is_sunday
0.00
is_weekend
0.00
MOST FREQUENT VALUES
0.0
2,550
6.4%
0.333333333
1,608
4.1%
0.25
1,302
3.3%
0.5
1,124
2.8%
0.2
1,037
2.6%
0.285714286
767
1.9%
0.166666667
751
1.9%
0.4
726
1.8%
0.142857143
584
1.5%
0.222222222
566
1.4%
0.375
546
1.4%
0.3
501
1.3%
0.428571429
477
1.2%
0.272727273
468
1.2%
0.125
430
1.1%
SMALLEST VALUES
0.0
2,550
6.4%
0.006993007
1
<0.1%
0.007194245
1
<0.1%
0.012195122
1
<0.1%
0.014285714
1
<0.1%
0.016393443
1
<0.1%
0.016949153
1
<0.1%
0.017241379
1
<0.1%
0.018181818
1
<0.1%
0.020408163
1
<0.1%
0.020833333
2
<0.1%
0.02173913
1
<0.1%
0.023255814
2
<0.1%
0.023809524
2
<0.1%
0.024390244
3
<0.1%
LARGEST VALUES
1.0
31
<0.1%
0.971014493
1
<0.1%
0.955882353
1
<0.1%
0.945205479
1
<0.1%
0.940298507
1
<0.1%
0.932432432
1
<0.1%
0.930555556
1
<0.1%
0.929577465
1
<0.1%
0.922077922
1
<0.1%
0.917808219
1
<0.1%
0.916666667
1
<0.1%
0.915492958
1
<0.1%
0.913043478
1
<0.1%
0.909090909
2
<0.1%
0.905405405
1
<0.1%
avg_positive_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
max_positive_polarity
0.70
global_subjectivity
0.63
average_token_length
0.54
global_sentiment_polarity
0.50
min_positive_polarity
0.46
rate_positive_words
0.41
global_rate_positive_words
0.33
avg_negative_polarity
-0.28
min_negative_polarity
-0.23
global_rate_negative_words
0.19
num_hrefs
0.19
rate_negative_words
0.15
max_negative_polarity
-0.14
LDA_02
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.15
data_channel_is_lifestyle
0.07
data_channel_is_entertainment
0.05
num_keywords
0.04
is_weekend
0.03
weekday_is_sunday
0.03
data_channel_is_tech
0.01
weekday_is_tuesday
0.01
weekday_is_saturday
0.01
data_channel_is_socmed
0.01
weekday_is_thursday
0.01
weekday_is_wednesday
0.01
weekday_is_monday
0.00
data_channel_is_bus
0.00
MOST FREQUENT VALUES
0.0
1,217
3.1%
0.5
201
0.5%
0.4
150
0.4%
0.35
117
0.3%
0.3
104
0.3%
0.375
102
0.3%
0.45
101
0.3%
0.366666667
77
0.2%
0.433333333
74
0.2%
0.25
68
0.2%
0.416666667
68
0.2%
0.55
66
0.2%
0.333333333
62
0.2%
0.466666667
57
0.1%
0.325
53
0.1%
SMALLEST VALUES
0.0
1,217
3.1%
0.033333333
7
<0.1%
0.05
4
<0.1%
0.06
1
<0.1%
0.0625
3
<0.1%
0.065598739
1
<0.1%
0.066666667
3
<0.1%
0.072086721
1
<0.1%
0.075
3
<0.1%
0.077777778
1
<0.1%
0.08125
4
<0.1%
0.083333333
1
<0.1%
0.083989899
1
<0.1%
0.084848485
2
<0.1%
0.0875
1
<0.1%
LARGEST VALUES
1.0
8
<0.1%
0.95
1
<0.1%
0.9
1
<0.1%
0.872727273
1
<0.1%
0.866666667
1
<0.1%
0.85
2
<0.1%
0.844444444
1
<0.1%
0.833333333
4
<0.1%
0.83
1
<0.1%
0.81875
1
<0.1%
0.8
12
<0.1%
0.795
1
<0.1%
0.792988895
1
<0.1%
0.774025974
1
<0.1%
0.767857143
1
<0.1%
min_positive_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_positive_polarity
0.46
n_tokens_content
-0.26
global_subjectivity
0.24
average_token_length
0.22
rate_negative_words
0.19
max_negative_polarity
-0.18
LDA_03
0.11
global_rate_positive_words
-0.11
LDA_00
-0.10
min_negative_polarity
0.09
global_sentiment_polarity
0.09
num_hrefs
-0.08
num_self_hrefs
-0.07
avg_negative_polarity
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_socmed
0.06
data_channel_is_bus
0.05
data_channel_is_world
0.05
num_keywords
0.03
data_channel_is_tech
0.02
weekday_is_saturday
0.02
weekday_is_friday
0.01
data_channel_is_entertainment
0.01
is_weekend
0.01
weekday_is_tuesday
0.01
weekday_is_sunday
0.01
weekday_is_thursday
0.00
data_channel_is_lifestyle
0.00
weekday_is_wednesday
0.00
MOST FREQUENT VALUES
0.1
15,437
38.9%
0.033333333
7,399
18.7%
0.05
4,412
11.1%
0.136363636
4,058
10.2%
0.0625
2,805
7.1%
0.2
1,372
3.5%
0.0
1,217
3.1%
0.25
645
1.6%
0.166666667
508
1.3%
0.16
415
1.0%
0.5
258
0.7%
0.3
153
0.4%
0.4
135
0.3%
0.083333333
133
0.3%
0.214285714
122
0.3%
SMALLEST VALUES
0.0
1,217
3.1%
0.033333333
7,399
18.7%
0.05
4,412
11.1%
0.0625
2,805
7.1%
0.083333333
133
0.3%
0.1
15,437
38.9%
0.125
13
<0.1%
0.136363636
4,058
10.2%
0.15
100
0.3%
0.16
415
1.0%
0.166666667
508
1.3%
0.2
1,372
3.5%
0.214285714
122
0.3%
0.227272727
10
<0.1%
0.25
645
1.6%
LARGEST VALUES
1.0
8
<0.1%
0.9
1
<0.1%
0.8
7
<0.1%
0.75
1
<0.1%
0.7
8
<0.1%
0.6
19
<0.1%
0.5
258
0.7%
0.45
3
<0.1%
0.433333333
16
<0.1%
0.416666667
4
<0.1%
0.4
135
0.3%
0.375
104
0.3%
0.366666667
6
<0.1%
0.357142857
19
<0.1%
0.35
87
0.2%
max_positive_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_positive_polarity
0.70
global_subjectivity
0.52
global_rate_positive_words
0.47
average_token_length
0.47
rate_positive_words
0.45
global_sentiment_polarity
0.43
n_tokens_content
0.42
min_negative_polarity
-0.36
num_hrefs
0.29
avg_negative_polarity
-0.27
num_self_hrefs
0.19
global_rate_negative_words
0.18
num_imgs
0.16
num_videos
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.12
data_channel_is_entertainment
0.08
num_keywords
0.07
data_channel_is_lifestyle
0.07
is_weekend
0.04
data_channel_is_tech
0.03
data_channel_is_socmed
0.03
weekday_is_sunday
0.03
weekday_is_saturday
0.03
data_channel_is_bus
0.02
weekday_is_wednesday
0.01
weekday_is_thursday
0.01
weekday_is_friday
0.01
weekday_is_tuesday
0.01
MOST FREQUENT VALUES
1.0
14,821
37.4%
0.5
6,621
16.7%
0.8
5,604
14.1%
0.6
4,143
10.5%
0.7
3,148
7.9%
0.0
1,217
3.1%
0.9
1,122
2.8%
0.75
716
1.8%
0.85
664
1.7%
0.4
455
1.1%
0.375
161
0.4%
0.25
140
0.4%
0.55
122
0.3%
0.3
77
0.2%
0.2
77
0.2%
SMALLEST VALUES
0.0
1,217
3.1%
0.033333333
7
<0.1%
0.05
3
<0.1%
0.0625
3
<0.1%
0.1
47
0.1%
0.136363636
65
0.2%
0.15
2
<0.1%
0.16
12
<0.1%
0.166666667
10
<0.1%
0.2
77
0.2%
0.214285714
22
<0.1%
0.227272727
1
<0.1%
0.25
140
0.4%
0.285714286
25
<0.1%
0.3
77
0.2%
LARGEST VALUES
1.0
14,821
37.4%
0.95
3
<0.1%
0.9
1,122
2.8%
0.85
664
1.7%
0.833333333
13
<0.1%
0.8
5,604
14.1%
0.75
716
1.8%
0.733333333
28
<0.1%
0.7
3,148
7.9%
0.666666667
55
0.1%
0.65
6
<0.1%
0.6
4,143
10.5%
0.55
122
0.3%
0.5
6,621
16.7%
0.45
13
<0.1%
avg_negative_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
min_negative_polarity
0.75
max_negative_polarity
0.58
global_subjectivity
-0.44
global_rate_negative_words
-0.35
rate_negative_words
-0.35
average_token_length
-0.32
avg_positive_polarity
-0.28
max_positive_polarity
-0.27
global_sentiment_polarity
0.23
num_hrefs
-0.15
global_rate_positive_words
-0.13
n_tokens_content
-0.13
LDA_04
0.12
num_videos
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_entertainment
0.13
data_channel_is_tech
0.11
data_channel_is_bus
0.06
num_keywords
0.03
data_channel_is_world
0.03
is_weekend
0.03
weekday_is_sunday
0.02
weekday_is_saturday
0.02
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_friday
0.01
weekday_is_thursday
0.01
data_channel_is_lifestyle
0.01
data_channel_is_socmed
0.00
MOST FREQUENT VALUES
0.0
2,550
6.4%
-0.125
499
1.3%
-0.4
444
1.1%
-0.2
444
1.1%
-0.25
404
1.0%
-0.3
387
1.0%
-0.166666667
386
1.0%
-0.5
330
0.8%
-0.1
302
0.8%
-0.15
220
0.6%
-0.1875
202
0.5%
-0.35
200
0.5%
-0.155555556
176
0.4%
-0.275
168
0.4%
-0.175
168
0.4%
SMALLEST VALUES
-1.0
51
0.1%
-0.9
11
<0.1%
-0.875
4
<0.1%
-0.866666667
1
<0.1%
-0.85
3
<0.1%
-0.833333333
4
<0.1%
-0.82
1
<0.1%
-0.8
41
0.1%
-0.785714286
1
<0.1%
-0.78
1
<0.1%
-0.775
3
<0.1%
-0.766666667
1
<0.1%
-0.7625
1
<0.1%
-0.757142857
1
<0.1%
-0.75
18
<0.1%
LARGEST VALUES
0.0
2,550
6.4%
-0.0125
1
<0.1%
-0.025
11
<0.1%
-0.029166667
1
<0.1%
-0.033333333
2
<0.1%
-0.0375
1
<0.1%
-0.038938492
1
<0.1%
-0.041666667
1
<0.1%
-0.044053398
1
<0.1%
-0.044711538
1
<0.1%
-0.05
116
0.3%
-0.054166667
2
<0.1%
-0.054285714
1
<0.1%
-0.058333333
1
<0.1%
-0.060714286
7
<0.1%
min_negative_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_negative_polarity
0.75
global_rate_negative_words
-0.48
rate_negative_words
-0.45
n_tokens_content
-0.45
max_positive_polarity
-0.36
global_subjectivity
-0.35
global_sentiment_polarity
0.29
average_token_length
-0.28
num_hrefs
-0.26
avg_positive_polarity
-0.23
num_videos
-0.14
num_imgs
-0.14
num_self_hrefs
-0.12
global_rate_positive_words
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_tech
0.12
data_channel_is_entertainment
0.11
data_channel_is_world
0.07
data_channel_is_bus
0.06
is_weekend
0.04
num_keywords
0.03
weekday_is_saturday
0.03
data_channel_is_lifestyle
0.02
weekday_is_sunday
0.02
weekday_is_tuesday
0.01
weekday_is_wednesday
0.01
weekday_is_thursday
0.01
weekday_is_monday
0.00
weekday_is_friday
0.00
MOST FREQUENT VALUES
-0.5
6,894
17.4%
-1.0
5,553
14.0%
-0.4
3,962
10.0%
-0.6
3,712
9.4%
-0.8
3,045
7.7%
-0.7
2,604
6.6%
0.0
2,550
6.4%
-0.3
1,910
4.8%
-0.2
1,482
3.7%
-0.25
1,284
3.2%
-0.166666667
1,001
2.5%
-0.125
702
1.8%
-0.333333333
477
1.2%
-0.666666667
471
1.2%
-0.291666667
355
0.9%
SMALLEST VALUES
-1.0
5,553
14.0%
-0.9
341
0.9%
-0.875
221
0.6%
-0.8
3,045
7.7%
-0.75
354
0.9%
-0.733333333
1
<0.1%
-0.714285714
283
0.7%
-0.7
2,604
6.6%
-0.666666667
471
1.2%
-0.65
30
<0.1%
-0.625
252
0.6%
-0.6
3,712
9.4%
-0.566666667
3
<0.1%
-0.55
19
<0.1%
-0.5
6,894
17.4%
LARGEST VALUES
0.0
2,550
6.4%
-0.0125
1
<0.1%
-0.025
11
<0.1%
-0.033333333
2
<0.1%
-0.05
119
0.3%
-0.066666667
2
<0.1%
-0.071428571
80
0.2%
-0.075
3
<0.1%
-0.076923077
5
<0.1%
-0.083333333
2
<0.1%
-0.1
346
0.9%
-0.125
702
1.8%
-0.133333333
61
0.2%
-0.142857143
8
<0.1%
-0.15
90
0.2%
max_negative_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_negative_polarity
0.58
n_tokens_content
0.23
global_subjectivity
-0.22
rate_positive_words
-0.20
average_token_length
-0.19
min_positive_polarity
-0.18
avg_positive_polarity
-0.14
min_negative_polarity
0.08
LDA_02
0.08
LDA_03
-0.07
global_rate_positive_words
-0.07
global_rate_negative_words
0.07
timedelta
-0.06
num_hrefs
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.07
num_keywords
0.03
data_channel_is_tech
0.02
data_channel_is_entertainment
0.02
weekday_is_friday
0.01
data_channel_is_socmed
0.01
data_channel_is_lifestyle
0.01
weekday_is_monday
0.01
weekday_is_saturday
0.01
data_channel_is_bus
0.01
weekday_is_sunday
0.00
is_weekend
0.00
weekday_is_wednesday
0.00
weekday_is_thursday
0.00
MOST FREQUENT VALUES
-0.05
9,948
25.1%
-0.1
8,819
22.2%
-0.125
5,360
13.5%
-0.071428571
2,612
6.6%
0.0
2,550
6.4%
-0.166666667
1,766
4.5%
-0.2
1,207
3.0%
-0.155555556
1,204
3.0%
-0.025
697
1.8%
-0.1875
617
1.6%
-0.4
515
1.3%
-0.25
497
1.3%
-0.15
478
1.2%
-0.3
459
1.2%
-0.5
356
0.9%
SMALLEST VALUES
-1.0
51
0.1%
-0.9
6
<0.1%
-0.875
3
<0.1%
-0.8
40
0.1%
-0.75
2
<0.1%
-0.714285714
4
<0.1%
-0.7
56
0.1%
-0.666666667
10
<0.1%
-0.625
4
<0.1%
-0.6
90
0.2%
-0.55
1
<0.1%
-0.5
356
0.9%
-0.433333333
14
<0.1%
-0.4
515
1.3%
-0.388888889
27
<0.1%
LARGEST VALUES
0.0
2,550
6.4%
-0.008333333
194
0.5%
-0.0125
229
0.6%
-0.025
697
1.8%
-0.033333333
212
0.5%
-0.05
9,948
25.1%
-0.066666667
256
0.6%
-0.071428571
2,612
6.6%
-0.075
259
0.7%
-0.076923077
168
0.4%
-0.083333333
236
0.6%
-0.1
8,819
22.2%
-0.125
5,360
13.5%
-0.133333333
249
0.6%
-0.142857143
27
<0.1%
title_subjectivity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
abs_title_sentiment_polarity
0.71
abs_title_subjectivity
-0.49
title_sentiment_polarity
0.23
LDA_03
0.13
global_subjectivity
0.11
global_rate_positive_words
0.11
kw_avg_avg
0.10
global_rate_negative_words
0.09
n_tokens_title
0.08
LDA_02
-0.08
avg_negative_polarity
-0.08
num_videos
0.06
min_negative_polarity
-0.06
num_imgs
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.06
data_channel_is_entertainment
0.05
data_channel_is_bus
0.04
data_channel_is_tech
0.04
weekday_is_sunday
0.02
is_weekend
0.02
num_keywords
0.02
data_channel_is_socmed
0.02
weekday_is_wednesday
0.01
weekday_is_monday
0.01
weekday_is_saturday
0.01
weekday_is_tuesday
0.00
weekday_is_thursday
0.00
data_channel_is_lifestyle
0.00
MOST FREQUENT VALUES
0.0
18,013
45.4%
0.5
2,642
6.7%
1.0
2,527
6.4%
0.4
1,338
3.4%
0.454545455
1,148
2.9%
0.3
941
2.4%
0.1
788
2.0%
0.2
707
1.8%
0.333333333
632
1.6%
0.6
627
1.6%
0.9
613
1.5%
0.7
543
1.4%
0.75
514
1.3%
0.066666667
431
1.1%
0.375
401
1.0%
SMALLEST VALUES
0.0
18,013
45.4%
0.022222222
2
<0.1%
0.025
7
<0.1%
0.033333333
39
<0.1%
0.0375
1
<0.1%
0.041666667
2
<0.1%
0.047619048
1
<0.1%
0.05
187
0.5%
0.051282051
1
<0.1%
0.055555556
4
<0.1%
0.0625
23
<0.1%
0.063888889
1
<0.1%
0.066666667
431
1.1%
0.070833333
1
<0.1%
0.071428571
3
<0.1%
LARGEST VALUES
1.0
2,527
6.4%
0.975
6
<0.1%
0.966666667
1
<0.1%
0.95
141
0.4%
0.944444444
2
<0.1%
0.9375
1
<0.1%
0.928571429
1
<0.1%
0.926666667
1
<0.1%
0.925
6
<0.1%
0.916666667
17
<0.1%
0.9
613
1.5%
0.895833333
2
<0.1%
0.89
1
<0.1%
0.888888889
12
<0.1%
0.883333333
1
<0.1%
title_sentiment_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
abs_title_sentiment_polarity
0.41
abs_title_subjectivity
-0.24
global_sentiment_polarity
0.24
title_subjectivity
0.23
rate_negative_words
-0.19
rate_positive_words
0.14
global_rate_negative_words
-0.14
global_rate_positive_words
0.14
avg_negative_polarity
0.09
avg_positive_polarity
0.08
min_negative_polarity
0.08
max_positive_polarity
0.08
LDA_02
-0.07
num_imgs
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.08
num_keywords
0.04
data_channel_is_lifestyle
0.03
is_weekend
0.03
data_channel_is_tech
0.03
weekday_is_saturday
0.03
data_channel_is_socmed
0.02
weekday_is_sunday
0.02
data_channel_is_bus
0.01
weekday_is_wednesday
0.01
data_channel_is_entertainment
0.01
weekday_is_monday
0.01
weekday_is_friday
0.01
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
19,914
50.2%
0.5
2,112
5.3%
0.136363636
1,371
3.5%
0.25
1,205
3.0%
0.1
883
2.2%
0.2
803
2.0%
0.4
599
1.5%
1.0
551
1.4%
-0.5
546
1.4%
-0.4
520
1.3%
-0.2
490
1.2%
0.3
485
1.2%
-0.125
415
1.0%
-0.1
389
1.0%
0.6
305
0.8%
SMALLEST VALUES
-1.0
175
0.4%
-0.91
1
<0.1%
-0.9
14
<0.1%
-0.875
8
<0.1%
-0.85
4
<0.1%
-0.815
1
<0.1%
-0.8
75
0.2%
-0.781666667
1
<0.1%
-0.78
2
<0.1%
-0.75
10
<0.1%
-0.7375
1
<0.1%
-0.714285714
17
<0.1%
-0.707142857
1
<0.1%
-0.7
121
0.3%
-0.683333333
1
<0.1%
LARGEST VALUES
1.0
551
1.4%
0.95
1
<0.1%
0.9
70
0.2%
0.85
47
0.1%
0.8
206
0.5%
0.78
1
<0.1%
0.75
64
0.2%
0.725
1
<0.1%
0.7
195
0.5%
0.6875
3
<0.1%
0.675
10
<0.1%
0.666666667
16
<0.1%
0.65
25
<0.1%
0.645454545
1
<0.1%
0.644444444
1
<0.1%
abs_title_subjectivity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
title_subjectivity
-0.49
abs_title_sentiment_polarity
-0.40
title_sentiment_polarity
-0.24
n_tokens_title
-0.15
global_rate_positive_words
-0.14
LDA_01
-0.07
LDA_02
0.06
global_rate_negative_words
-0.06
rate_negative_words
0.04
global_sentiment_polarity
-0.03
average_token_length
0.03
kw_avg_avg
-0.02
num_videos
-0.02
rate_positive_words
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.05
data_channel_is_entertainment
0.05
is_weekend
0.04
weekday_is_sunday
0.03
weekday_is_saturday
0.02
num_keywords
0.02
data_channel_is_socmed
0.01
weekday_is_tuesday
0.01
weekday_is_friday
0.01
weekday_is_wednesday
0.01
data_channel_is_tech
0.01
data_channel_is_lifestyle
0.01
weekday_is_thursday
0.00
data_channel_is_bus
0.00
MOST FREQUENT VALUES
0.5
20,539
51.8%
0.0
2,643
6.7%
0.1
1,965
5.0%
0.2
1,484
3.7%
0.4
1,401
3.5%
0.045454545
1,154
2.9%
0.3
1,020
2.6%
0.166666667
1,016
2.6%
0.25
898
2.3%
0.125
510
1.3%
0.15
507
1.3%
0.05
443
1.1%
0.433333333
431
1.1%
0.45
328
0.8%
0.333333333
308
0.8%
SMALLEST VALUES
0.0
2,643
6.7%
0.001818182
1
<0.1%
0.001893939
5
<0.1%
0.002272727
4
<0.1%
0.002727273
9
<0.1%
0.003246753
1
<0.1%
0.003571429
1
<0.1%
0.003703704
1
<0.1%
0.004040404
1
<0.1%
0.004166667
1
<0.1%
0.00487013
3
<0.1%
0.005
1
<0.1%
0.00530303
1
<0.1%
0.005555556
2
<0.1%
0.00625
4
<0.1%
LARGEST VALUES
0.5
20,539
51.8%
0.477777778
2
<0.1%
0.475
13
<0.1%
0.466666667
40
0.1%
0.4625
1
<0.1%
0.458333333
2
<0.1%
0.452380952
1
<0.1%
0.45
328
0.8%
0.448717949
1
<0.1%
0.444444444
6
<0.1%
0.4375
24
<0.1%
0.436111111
1
<0.1%
0.433333333
431
1.1%
0.429166667
1
<0.1%
0.428571429
4
<0.1%
abs_title_sentiment_polarity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
title_subjectivity
0.71
title_sentiment_polarity
0.41
abs_title_subjectivity
-0.40
LDA_03
0.12
global_rate_positive_words
0.10
avg_positive_polarity
0.10
kw_avg_avg
0.10
global_subjectivity
0.09
max_positive_polarity
0.08
LDA_02
-0.08
avg_negative_polarity
-0.08
global_sentiment_polarity
0.07
num_imgs
0.06
min_negative_polarity
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
data_channel_is_world
0.07
data_channel_is_tech
0.04
is_weekend
0.04
weekday_is_sunday
0.03
data_channel_is_bus
0.03
data_channel_is_entertainment
0.03
num_keywords
0.03
data_channel_is_lifestyle
0.02
weekday_is_saturday
0.02
weekday_is_wednesday
0.01
weekday_is_monday
0.01
weekday_is_thursday
0.00
data_channel_is_socmed
0.00
weekday_is_tuesday
0.00
MOST FREQUENT VALUES
0.0
19,914
50.2%
0.5
2,658
6.7%
0.25
1,439
3.6%
0.136363636
1,371
3.5%
0.2
1,293
3.3%
0.1
1,272
3.2%
0.4
1,119
2.8%
1.0
726
1.8%
0.3
701
1.8%
0.125
569
1.4%
0.6
492
1.2%
0.05
422
1.1%
0.166666667
357
0.9%
0.033333333
339
0.9%
0.333333333
319
0.8%
SMALLEST VALUES
0.0
19,914
50.2%
9.25e-18
2
<0.1%
1.39e-17
3
<0.1%
1.85e-17
1
<0.1%
2.78e-17
2
<0.1%
5.55e-17
3
<0.1%
0.001515152
2
<0.1%
0.002222222
2
<0.1%
0.002840909
1
<0.1%
0.003409091
1
<0.1%
0.004166667
3
<0.1%
0.004545455
3
<0.1%
0.004761905
2
<0.1%
0.005
1
<0.1%
0.005555556
5
<0.1%
LARGEST VALUES
1.0
726
1.8%
0.95
1
<0.1%
0.91
1
<0.1%
0.9
84
0.2%
0.875
8
<0.1%
0.85
51
0.1%
0.815
1
<0.1%
0.8
281
0.7%
0.781666667
1
<0.1%
0.78
3
<0.1%
0.75
74
0.2%
0.7375
1
<0.1%
0.725
1
<0.1%
0.714285714
17
<0.1%
0.707142857
1
<0.1%